diff --git a/dotnet/xml/FrameworksIndex/ml-dotnet-preview.xml b/dotnet/xml/FrameworksIndex/ml-dotnet-preview.xml
index 069639c99..90972c78a 100644
--- a/dotnet/xml/FrameworksIndex/ml-dotnet-preview.xml
+++ b/dotnet/xml/FrameworksIndex/ml-dotnet-preview.xml
@@ -67,6 +67,7 @@
+
@@ -859,6 +860,7 @@
+
@@ -3408,6 +3410,7 @@
+
@@ -4388,6 +4391,7 @@
+
@@ -5797,6 +5801,7 @@
+
@@ -8181,12 +8186,25 @@
+
+
+
+
+
+
+
+
+
+
+
+
-
-
-
+
+
+
+
@@ -8199,19 +8217,30 @@
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
-
-
+
+
+
+
+
+
+
+
+
+
+
@@ -8227,12 +8256,12 @@
-
+
@@ -8259,7 +8288,6 @@
-
@@ -8268,10 +8296,27 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
@@ -8332,9 +8377,9 @@
-
-
-
+
+
+
@@ -8365,6 +8410,7 @@
+
@@ -8447,12 +8493,21 @@
+
+
+
+
+
+
+
+
+
-
-
-
-
+
+
+
+
diff --git a/dotnet/xml/Microsoft.Data.Analysis/ArrowStringDataFrameColumn.xml b/dotnet/xml/Microsoft.Data.Analysis/ArrowStringDataFrameColumn.xml
index aa31150c1..5c22ce9e3 100644
--- a/dotnet/xml/Microsoft.Data.Analysis/ArrowStringDataFrameColumn.xml
+++ b/dotnet/xml/Microsoft.Data.Analysis/ArrowStringDataFrameColumn.xml
@@ -801,22 +801,22 @@
-
-
-
-
-
+
+
+
+
+
Method
Microsoft.Data.Analysis
1.0.0.0
- Microsoft.Data.Analysis.PrimitiveDataFrameColumn<System.Int64>
+ Microsoft.Data.Analysis.PrimitiveDataFrameColumn<System.Int64>
-
-
+
+
To be added.
diff --git a/dotnet/xml/Microsoft.Data.Analysis/DataFrameColumn.xml b/dotnet/xml/Microsoft.Data.Analysis/DataFrameColumn.xml
index 322f5ca1b..be3e495d2 100644
--- a/dotnet/xml/Microsoft.Data.Analysis/DataFrameColumn.xml
+++ b/dotnet/xml/Microsoft.Data.Analysis/DataFrameColumn.xml
@@ -1610,22 +1610,22 @@
-
-
-
-
-
+
+
+
+
+
Method
Microsoft.Data.Analysis
1.0.0.0
- Microsoft.Data.Analysis.PrimitiveDataFrameColumn<System.Int64>
+ Microsoft.Data.Analysis.PrimitiveDataFrameColumn<System.Int64>
-
-
+
+
Sorting order.
diff --git a/dotnet/xml/Microsoft.Data.Analysis/PrimitiveDataFrameColumn`1.xml b/dotnet/xml/Microsoft.Data.Analysis/PrimitiveDataFrameColumn`1.xml
index 029d3e3ea..91a3112ff 100644
--- a/dotnet/xml/Microsoft.Data.Analysis/PrimitiveDataFrameColumn`1.xml
+++ b/dotnet/xml/Microsoft.Data.Analysis/PrimitiveDataFrameColumn`1.xml
@@ -1825,22 +1825,22 @@
-
-
-
-
-
+
+
+
+
+
Method
Microsoft.Data.Analysis
1.0.0.0
- Microsoft.Data.Analysis.PrimitiveDataFrameColumn<System.Int64>
+ Microsoft.Data.Analysis.PrimitiveDataFrameColumn<System.Int64>
-
-
+
+
To be added.
diff --git a/dotnet/xml/Microsoft.Data.Analysis/StringDataFrameColumn.xml b/dotnet/xml/Microsoft.Data.Analysis/StringDataFrameColumn.xml
index e16447c8e..1c5e808a1 100644
--- a/dotnet/xml/Microsoft.Data.Analysis/StringDataFrameColumn.xml
+++ b/dotnet/xml/Microsoft.Data.Analysis/StringDataFrameColumn.xml
@@ -848,22 +848,22 @@
-
-
-
-
-
+
+
+
+
+
Method
Microsoft.Data.Analysis
1.0.0.0
- Microsoft.Data.Analysis.PrimitiveDataFrameColumn<System.Int64>
+ Microsoft.Data.Analysis.PrimitiveDataFrameColumn<System.Int64>
-
-
+
+
To be added.
diff --git a/dotnet/xml/Microsoft.Data.Analysis/VBufferDataFrameColumn`1.xml b/dotnet/xml/Microsoft.Data.Analysis/VBufferDataFrameColumn`1.xml
index 3170d5497..cdaa7bad5 100644
--- a/dotnet/xml/Microsoft.Data.Analysis/VBufferDataFrameColumn`1.xml
+++ b/dotnet/xml/Microsoft.Data.Analysis/VBufferDataFrameColumn`1.xml
@@ -405,22 +405,22 @@
-
-
-
-
-
+
+
+
+
+
Method
Microsoft.Data.Analysis
1.0.0.0
- Microsoft.Data.Analysis.PrimitiveDataFrameColumn<System.Int64>
+ Microsoft.Data.Analysis.PrimitiveDataFrameColumn<System.Int64>
-
-
+
+
To be added.
diff --git a/dotnet/xml/Microsoft.ML.AutoML/AutoCatalog.xml b/dotnet/xml/Microsoft.ML.AutoML/AutoCatalog.xml
index d133fa9f3..7ec030182 100644
--- a/dotnet/xml/Microsoft.ML.AutoML/AutoCatalog.xml
+++ b/dotnet/xml/Microsoft.ML.AutoML/AutoCatalog.xml
@@ -64,6 +64,12 @@
+ To be added.
+ To be added.
+ To be added.
+ To be added.
+ To be added.
+ To be added.
label column name.
feature column name.
example weight column name.
@@ -71,23 +77,17 @@
true if use lgbm as available trainer.
true if use fast tree as available trainer.
true if use as available trainer.
- To be added.
true if use as available trainer.
- To be added.
if provided, use it as initial option for fast tree, otherwise the default option will be used.
if provided, use it as initial option for lgbm, otherwise the default option will be used.
if provided, use it as initial option for fast forest, otherwise the default option will be used.
if provided, use it as initial option for , otherwise the default option will be used.
- To be added.
if provided, use it as initial option for , otherwise the default option will be used.
- To be added.
if provided, use it as search space for fast tree, otherwise the default search space will be used.
if provided, use it as search space for lgbm, otherwise the default search space will be used.
if provided, use it as search space for fast forest, otherwise the default search space will be used.
if provided, use it as search space for , otherwise the default search space will be used.
- To be added.
if provided, use it as search space for , otherwise the default search space will be used.
- To be added.
Create a list of for binary classification.
@@ -530,11 +530,11 @@
input data.
- output feature column.
columns that should be treated as catalog. If not specified, it will automatically infer if a column is catalog or not.
columns that should be treated as numeric. If not specified, it will automatically infer if a column is catalog or not.
columns that should be treated as text. If not specified, it will automatically infer if a column is catalog or not.
columns that should be treated as image path. If not specified, it will automatically infer if a column is catalog or not.
+ output feature column.
columns that won't be included when featurizing, like label
Create a single featurize pipeline according to . This function will collect all columns in and not in ,
@@ -860,6 +860,9 @@
+ To be added.
+ To be added.
+ To be added.
label column name.
feature column name.
example weight column name.
@@ -867,19 +870,16 @@
true if use lgbm as available trainer.
true if use fast tree as available trainer.
true if use as available trainer.
- To be added.
true if use as available trainer.
if provided, use it as initial option for fast tree, otherwise the default option will be used.
if provided, use it as initial option for lgbm, otherwise the default option will be used.
if provided, use it as initial option for fast forest, otherwise the default option will be used.
if provided, use it as initial option for , otherwise the default option will be used.
- To be added.
if provided, use it as initial option for , otherwise the default option will be used.
if provided, use it as search space for fast tree, otherwise the default search space will be used.
if provided, use it as search space for lgbm, otherwise the default search space will be used.
if provided, use it as search space for fast forest, otherwise the default search space will be used.
if provided, use it as search space for , otherwise the default search space will be used.
- To be added.
if provided, use it as search space for sdca, otherwise the default search space will be used.
Create a list of for regression.
diff --git a/dotnet/xml/Microsoft.ML.AutoML/AutoMLExperimentExtension.xml b/dotnet/xml/Microsoft.ML.AutoML/AutoMLExperimentExtension.xml
index b899195a6..6dfc9051f 100644
--- a/dotnet/xml/Microsoft.ML.AutoML/AutoMLExperimentExtension.xml
+++ b/dotnet/xml/Microsoft.ML.AutoML/AutoMLExperimentExtension.xml
@@ -321,10 +321,10 @@
+ step size for numeric option.
- step size for numeric option.
set as tuner for hyper parameter optimization.
@@ -529,10 +529,10 @@
+
-
set as tuner for hyper parameter optimization. If is provided, it will use that
seed to initialize . Otherwise, will be used.
@@ -608,15 +608,15 @@
- Number of points to use for random initialization.
- re-fit random forests in smac for every N trials.
number of regression trees when fitting random forest.
- minimum number of data points required to be in a node if it is to be split further for fitting random forest in smac.
+ re-fit random forests in smac for every N trials.
+ Number of points to use for random initialization.
split ratio for fitting random forest in smac.
+ minimum number of data points required to be in a node if it is to be split further for fitting random forest in smac.
Number of search parents to use for local search in maximizing EI acquisition function.
Number of random configurations when maximizing EI acquisition function.
- the threshold to exit during maximizing EI acquisition function.
Number of neighbours to sample from when applying one-step mutation for generating new parameters.
+ the threshold to exit during maximizing EI acquisition function.
Set as tuner for hyper-parameter optimization. The performance of smac is in a large extend determined
by , and , which are used to fit smac's inner
diff --git a/dotnet/xml/Microsoft.ML.Data/DataViewTypeManager.xml b/dotnet/xml/Microsoft.ML.Data/DataViewTypeManager.xml
index d3f27661e..5d4505e33 100644
--- a/dotnet/xml/Microsoft.ML.Data/DataViewTypeManager.xml
+++ b/dotnet/xml/Microsoft.ML.Data/DataViewTypeManager.xml
@@ -41,8 +41,8 @@
- The corresponding type of in ML.NET's type system.
Native type in C#.
+ The corresponding type of in ML.NET's type system.
The attached to .
This function tells that should be representation of data in in
@@ -83,8 +83,8 @@
- The corresponding type of in ML.NET's type system.
Native type in C#.
+ The corresponding type of in ML.NET's type system.
The s attached to .
This function tells that should be representation of data in in
diff --git a/dotnet/xml/Microsoft.ML.Data/SvmLightLoaderSaverCatalog.xml b/dotnet/xml/Microsoft.ML.Data/SvmLightLoaderSaverCatalog.xml
index 5b065b48e..398e7144f 100644
--- a/dotnet/xml/Microsoft.ML.Data/SvmLightLoaderSaverCatalog.xml
+++ b/dotnet/xml/Microsoft.ML.Data/SvmLightLoaderSaverCatalog.xml
@@ -40,9 +40,9 @@
The catalog.
- The number of rows from the sample to be used for determining the number of features.
The number of features in the Features column. If 0 is specified, the
loader will determine it by looking at the file sample given in .
+ The number of rows from the sample to be used for determining the number of features.
If the file contains zero-based indices, this parameter should be set to true. If they are one-based
it should be set to false.
A data sample to be used for determining the number of features in the Features column.
@@ -112,11 +112,11 @@
The catalog.
The path to the file.
- The number of rows from the sample to be used for determining the number of features.
The number of features in the Features column. If 0 is specified, the
loader will determine it by looking at the file given in .
If the file contains zero-based indices, this parameter should be set to true. If they are one-based
it should be set to false.
+ The number of rows from the sample to be used for determining the number of features.
Load a from a text file using .
diff --git a/dotnet/xml/Microsoft.ML.Tokenizers/BertTokenizer.xml b/dotnet/xml/Microsoft.ML.Tokenizers/BertTokenizer.xml
index 7b8754563..5c9dc4d6c 100644
--- a/dotnet/xml/Microsoft.ML.Tokenizers/BertTokenizer.xml
+++ b/dotnet/xml/Microsoft.ML.Tokenizers/BertTokenizer.xml
@@ -46,15 +46,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -64,16 +60,12 @@
System.Collections.Generic.IReadOnlyList<System.Int32>
-
-
-
-
+
+
List of IDs to which the special tokens will be added.
- To be added.
Optional second list of IDs for sequence pairs.
- To be added.
Build model inputs from a sequence or a pair of sequence for sequence classification tasks by concatenating and adding special tokens. A BERT sequence has the following format:
- single sequence: `[CLS] tokenIds [SEP]`
@@ -85,15 +77,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -103,24 +91,16 @@
System.Buffers.OperationStatus
-
-
-
-
-
-
-
-
+
+
+
+
List of IDs to which the special tokens will be added.
- To be added.
The destination buffer to write the token IDs with special tokens added.
- To be added.
The number of elements written to the destination buffer.
- To be added.
Optional second list of IDs for sequence pairs.
- To be added.
Build model inputs from a sequence or a pair of sequence for sequence classification tasks by concatenating and adding special tokens. A BERT sequence has the following format:
- single sequence: `[CLS] tokenIds [SEP]`
@@ -176,46 +156,6 @@
To be added.
-
-
-
-
-
-
- Property
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.String
-
-
- To be added.
- To be added.
- To be added.
-
-
-
-
-
-
-
-
- Property
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.Int32
-
-
- To be added.
- To be added.
- To be added.
-
-
@@ -231,8 +171,8 @@
Microsoft.ML.Tokenizers.BertTokenizer
-
-
+
+
The stream containing the vocabulary file.
@@ -261,8 +201,8 @@
Microsoft.ML.Tokenizers.BertTokenizer
-
-
+
+
The path to the vocabulary file.
@@ -276,94 +216,6 @@
-
-
-
-
-
-
- Method
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- Microsoft.ML.Tokenizers.BertTokenizer
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
-
-
-
-
-
-
-
-
- Method
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- Microsoft.ML.Tokenizers.BertTokenizer
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
-
-
@@ -379,9 +231,9 @@
System.Threading.Tasks.Task<Microsoft.ML.Tokenizers.BertTokenizer>
-
-
-
+
+
+
The stream containing the vocabulary file.
@@ -411,9 +263,9 @@
System.Threading.Tasks.Task<Microsoft.ML.Tokenizers.BertTokenizer>
-
-
-
+
+
+
The path to the vocabulary file.
@@ -428,60 +280,12 @@
-
-
-
-
-
-
- Method
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.Threading.Tasks.Task<Microsoft.ML.Tokenizers.BertTokenizer>
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
-
-
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -491,16 +295,12 @@
System.Collections.Generic.IReadOnlyList<System.Int32>
-
-
-
-
+
+
List of token IDs for the first sequence.
- To be added.
Optional list of token IDs for the second sequence.
- To be added.
Create a mask from the two sequences passed to be used in a sequence-pair classification task. A BERT sequence pair mask has the following format:
0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1
@@ -513,15 +313,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -531,69 +327,21 @@
System.Buffers.OperationStatus
-
-
-
-
-
-
-
-
+
+
+
+
To be added.
- To be added.
To be added.
- To be added.
To be added.
- To be added.
To be added.
- To be added.
To be added.
To be added.
To be added.
-
-
-
-
-
-
- Property
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.Boolean
-
-
- To be added.
- To be added.
- To be added.
-
-
-
-
-
-
-
-
- Property
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.Boolean
-
-
- To be added.
- To be added.
- To be added.
-
-
@@ -867,15 +615,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -885,17 +629,13 @@
System.Collections.Generic.IReadOnlyList<System.Int32>
-
-
-
-
-
+
+
+
List of IDs.
- To be added.
Optional second list of IDs for sequence pairs.
- To be added.
Indicate whether or not the token list is already formatted with special tokens for the model.
Retrieve sequence tokens mask from a IDs list.
@@ -906,15 +646,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -924,25 +660,17 @@
System.Buffers.OperationStatus
-
-
-
-
-
-
-
-
-
+
+
+
+
+
List of IDs.
- To be added.
The destination buffer to write the mask. The integers written values are in the range [0, 1]: 1 for a special token, 0 for a sequence token.
- To be added.
The number of elements written to the destination buffer.
- To be added.
Optional second list of IDs for sequence pairs.
- To be added.
Indicate whether or not the token list is already formatted with special tokens for the model.
Retrieve sequence tokens mask from a IDs list.
@@ -1052,46 +780,6 @@
To be added.
-
-
-
-
-
-
- Property
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.String
-
-
- To be added.
- To be added.
- To be added.
-
-
-
-
-
-
-
-
- Property
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.Int32
-
-
- To be added.
- To be added.
- To be added.
-
-
@@ -1136,46 +824,6 @@
To be added.
-
-
-
-
-
-
- Property
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.String
-
-
- To be added.
- To be added.
- To be added.
-
-
-
-
-
-
-
-
- Property
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.Int32
-
-
- To be added.
- To be added.
- To be added.
-
-
@@ -1243,46 +891,6 @@
To be added.
-
-
-
-
-
-
- Property
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.String
-
-
- To be added.
- To be added.
- To be added.
-
-
-
-
-
-
-
-
- Property
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.Int32
-
-
- To be added.
- To be added.
- To be added.
-
-
@@ -1305,45 +913,5 @@
To be added.
-
-
-
-
-
-
- Property
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.Boolean
-
-
- To be added.
- To be added.
- To be added.
-
-
-
-
-
-
-
-
- Property
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.Boolean
-
-
- To be added.
- To be added.
- To be added.
-
-
diff --git a/dotnet/xml/Microsoft.ML.Tokenizers/BitVector.xml b/dotnet/xml/Microsoft.ML.Tokenizers/BitVector.xml
new file mode 100644
index 000000000..f33c04a33
--- /dev/null
+++ b/dotnet/xml/Microsoft.ML.Tokenizers/BitVector.xml
@@ -0,0 +1,210 @@
+
+
+
+
+
+
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Object
+
+
+
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+ Constructor
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Void
+
+
+
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Void
+
+
+
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Property
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Boolean
+
+
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Property
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Boolean
+
+
+
+
+
+ To be added.
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Property
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.UInt32
+
+
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.UInt32
+
+
+
+
+
+ To be added.
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Void
+
+
+
+
+
+
+ To be added.
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Property
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.UInt32
+
+
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
diff --git a/dotnet/xml/Microsoft.ML.Tokenizers/BpeTokenizer.xml b/dotnet/xml/Microsoft.ML.Tokenizers/BpeTokenizer.xml
index 4ded740c6..660b0542c 100644
--- a/dotnet/xml/Microsoft.ML.Tokenizers/BpeTokenizer.xml
+++ b/dotnet/xml/Microsoft.ML.Tokenizers/BpeTokenizer.xml
@@ -19,26 +19,6 @@
To be added.
-
-
-
-
-
-
- Property
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.Collections.Generic.IReadOnlyDictionary<System.String,System.Int32>
-
-
- To be added.
- To be added.
- To be added.
-
-
@@ -152,15 +132,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -170,16 +146,15 @@
Microsoft.ML.Tokenizers.BpeTokenizer
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
The JSON stream containing the dictionary of string keys and their ids.
@@ -187,7 +162,6 @@
The pre-tokenizer to use.
The normalizer to use.
The dictionary mapping special tokens to Ids.
- To be added.
The unknown token to be used by the model.
The prefix to attach to sub-word units that don’t represent a beginning of word.
The suffix to attach to sub-word units that represent an end of word.
@@ -202,15 +176,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -220,16 +190,15 @@
Microsoft.ML.Tokenizers.BpeTokenizer
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
The JSON file path containing the dictionary of string keys and their ids.
@@ -237,7 +206,6 @@
The pre-tokenizer to use.
The normalizer to use.
The dictionary mapping special tokens to Ids.
- To be added.
The unknown token to be used by the model.
The prefix to attach to sub-word units that don’t represent a beginning of word.
The suffix to attach to sub-word units that represent an end of word.
@@ -252,15 +220,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -270,16 +234,15 @@
System.Threading.Tasks.Task<Microsoft.ML.Tokenizers.BpeTokenizer>
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
The JSON stream containing the dictionary of string keys and their ids.
@@ -287,7 +250,6 @@
The pre-tokenizer to use.
The normalizer to use.
The dictionary mapping special tokens to Ids.
- To be added.
The unknown token to be used by the model.
The prefix to attach to sub-word units that don’t represent a beginning of word.
The suffix to attach to sub-word units that represent an end of word.
@@ -526,15 +488,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -544,13 +502,12 @@
System.Int32
-
-
-
-
-
-
-
+
+
+
+
+
+
The text to encode.
@@ -558,7 +515,6 @@
The settings used to encode the text.
Indicate whether to find the index from the end of the text.
If the tokenizer's normalization is enabled or has is , this will be set to in its normalized form; otherwise, this value will be set to .
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Find the index of the maximum encoding capacity without surpassing the token limit.
diff --git a/dotnet/xml/Microsoft.ML.Tokenizers/CodeGenTokenizer.xml b/dotnet/xml/Microsoft.ML.Tokenizers/CodeGenTokenizer.xml
index 4e4f75005..b0b3dd602 100644
--- a/dotnet/xml/Microsoft.ML.Tokenizers/CodeGenTokenizer.xml
+++ b/dotnet/xml/Microsoft.ML.Tokenizers/CodeGenTokenizer.xml
@@ -42,26 +42,6 @@
To be added.
-
-
-
-
-
-
- Property
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.Collections.Generic.IReadOnlyDictionary<System.String,System.Int32>
-
-
- To be added.
- To be added.
- To be added.
-
-
@@ -520,15 +500,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -538,16 +514,15 @@
System.Collections.Generic.IReadOnlyList<System.Int32>
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
The text to encode.
@@ -556,7 +531,6 @@
Indicate whether to include the beginning of sentence token in the encoding.
Indicate whether to include the end of sentence token in the encoding.
If the tokenizer's normalization is enabled, the input text will be represented in its normalization form; otherwise, it will be null.
- To be added.
The length of the text that encompasses the maximum encoded tokens.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -568,15 +542,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -586,16 +556,15 @@
System.Collections.Generic.IReadOnlyList<System.Int32>
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
The text to encode.
@@ -604,7 +573,6 @@
Indicate whether to include the beginning of sentence token in the encoding.
Indicate whether to include the end of sentence token in the encoding.
If the tokenizer's normalization is enabled, the input text will be represented in its normalization form; otherwise, it will be null.
- To be added.
The length of the text that encompasses the maximum encoded tokens.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -646,15 +614,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -664,22 +628,20 @@
System.Collections.Generic.IReadOnlyList<Microsoft.ML.Tokenizers.EncodedToken>
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
The text to encode.
+ If the tokenizer's normalization is enabled, the input text will be represented in its normalization form; otherwise, it will null.
Indicate whether to include a leading space before encoding the text.
Indicate whether to include the beginning of sentence token in the encoding.
Indicate whether to include the end of sentence token in the encoding.
- If the tokenizer's normalization is enabled, the input text will be represented in its normalization form; otherwise, it will null.
- To be added.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -690,15 +652,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -708,22 +666,20 @@
System.Collections.Generic.IReadOnlyList<Microsoft.ML.Tokenizers.EncodedToken>
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
The text to encode.
+ If the tokenizer's normalization is enabled, the input text will be represented in its normalization form; otherwise, it will null.
Indicate whether to include a leading space before encoding the text.
Indicate whether to include the beginning of sentence token in the encoding.
Indicate whether to include the end of sentence token in the encoding.
- If the tokenizer's normalization is enabled, the input text will be represented in its normalization form; otherwise, it will null.
- To be added.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -778,15 +734,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -796,13 +748,12 @@
System.Int32
-
-
-
-
-
-
-
+
+
+
+
+
+
The text to encode.
@@ -810,7 +761,6 @@
The settings used to encode the text.
Indicate whether to find the index from the end of the text.
If the tokenizer's normalization is enabled or has is , this will be set to in its normalized form; otherwise, this value will be set to .
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Find the index of the maximum encoding capacity without surpassing the token limit.
@@ -826,15 +776,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -844,16 +790,15 @@
System.Int32
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
The text to encode.
@@ -862,7 +807,6 @@
Indicate whether to include the beginning of sentence token in the encoding.
Indicate whether to include the end of sentence token in the encoding.
If the tokenizer's normalization is enabled, the input text will be represented in its normalization form; otherwise, it will be null.
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -878,15 +822,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -896,16 +836,15 @@
System.Int32
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
The text to encode.
@@ -914,7 +853,6 @@
Indicate whether to include the beginning of sentence token in the encoding.
Indicate whether to include the end of sentence token in the encoding.
If the tokenizer's normalization is enabled, the input text will be represented in its normalization form; otherwise, it will be null.
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -930,15 +868,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -948,16 +882,15 @@
System.Int32
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
The text to encode.
@@ -966,7 +899,6 @@
Indicate whether to include the beginning of sentence token in the encoding.
Indicate whether to include the end of sentence token in the encoding.
If the tokenizer's normalization is enabled, the input text will be represented in its normalization form; otherwise, it will be null.
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -983,15 +915,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -1001,16 +929,15 @@
System.Int32
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
The text to encode.
@@ -1019,7 +946,6 @@
Indicate whether to include the beginning of sentence token in the encoding.
Indicate whether to include the end of sentence token in the encoding.
If the tokenizer's normalization is enabled, the input text will be represented in its normalization form; otherwise, it will be null.
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
diff --git a/dotnet/xml/Microsoft.ML.Tokenizers/DawgBuilder.xml b/dotnet/xml/Microsoft.ML.Tokenizers/DawgBuilder.xml
new file mode 100644
index 000000000..50295fe15
--- /dev/null
+++ b/dotnet/xml/Microsoft.ML.Tokenizers/DawgBuilder.xml
@@ -0,0 +1,332 @@
+
+
+
+
+
+
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Object
+
+
+
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+ Constructor
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.UInt32
+
+
+
+
+
+ To be added.
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Void
+
+
+
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Void
+
+
+
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Void
+
+
+
+
+
+
+
+ To be added.
+ To be added.
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.UInt32
+
+
+
+
+
+ To be added.
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Boolean
+
+
+
+
+
+ To be added.
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Boolean
+
+
+
+
+
+ To be added.
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Byte
+
+
+
+
+
+ To be added.
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Property
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Int32
+
+
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Property
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.UInt32
+
+
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.UInt32
+
+
+
+
+
+ To be added.
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Property
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Int32
+
+
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ System.Int32
+
+
+
+
+
+ To be added.
+ To be added.
+ To be added.
+ To be added.
+
+
+
+
diff --git a/dotnet/xml/Microsoft.ML.Tokenizers/EnglishRobertaTokenizer.xml b/dotnet/xml/Microsoft.ML.Tokenizers/EnglishRobertaTokenizer.xml
index 62e0c4152..b926f4e52 100644
--- a/dotnet/xml/Microsoft.ML.Tokenizers/EnglishRobertaTokenizer.xml
+++ b/dotnet/xml/Microsoft.ML.Tokenizers/EnglishRobertaTokenizer.xml
@@ -434,15 +434,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -452,13 +448,12 @@
System.Int32
-
-
-
-
-
-
-
+
+
+
+
+
+
The text to encode.
@@ -466,7 +461,6 @@
The settings used to encode the text.
Indicate whether to find the index from the end of the text.
If the tokenizer's normalization is enabled or has is , this will be set to in its normalized form; otherwise, this value will be set to .
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Find the index of the maximum encoding capacity without surpassing the token limit.
diff --git a/dotnet/xml/Microsoft.ML.Tokenizers/PreTokenizer.xml b/dotnet/xml/Microsoft.ML.Tokenizers/PreTokenizer.xml
index f82ab6bea..9ee80002a 100644
--- a/dotnet/xml/Microsoft.ML.Tokenizers/PreTokenizer.xml
+++ b/dotnet/xml/Microsoft.ML.Tokenizers/PreTokenizer.xml
@@ -51,7 +51,7 @@
Microsoft.ML.Tokenizers.PreTokenizer
-
+
The dictionary containing the special tokens and their corresponding ids.
@@ -64,54 +64,6 @@
-
-
-
-
-
-
- Method
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- Microsoft.ML.Tokenizers.PreTokenizer
-
-
-
-
-
- To be added.
- To be added.
- To be added.
- To be added.
-
-
-
-
-
-
-
-
- Method
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- Microsoft.ML.Tokenizers.PreTokenizer
-
-
-
-
-
- To be added.
- To be added.
- To be added.
- To be added.
-
-
@@ -127,7 +79,7 @@
Microsoft.ML.Tokenizers.PreTokenizer
-
+
The dictionary containing the special tokens and their corresponding ids.
@@ -141,30 +93,6 @@
-
-
-
-
-
-
- Method
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- Microsoft.ML.Tokenizers.PreTokenizer
-
-
-
-
-
- To be added.
- To be added.
- To be added.
- To be added.
-
-
@@ -180,7 +108,7 @@
Microsoft.ML.Tokenizers.PreTokenizer
-
+
The dictionary containing the special tokens and their corresponding ids.
@@ -255,8 +183,8 @@
- The string to split into tokens.
The string to split into tokens.
+ The string to split into tokens.
Get the offsets and lengths of the tokens relative to the .
diff --git a/dotnet/xml/Microsoft.ML.Tokenizers/RegexPreTokenizer.xml b/dotnet/xml/Microsoft.ML.Tokenizers/RegexPreTokenizer.xml
index cc37a07cf..b5334d733 100644
--- a/dotnet/xml/Microsoft.ML.Tokenizers/RegexPreTokenizer.xml
+++ b/dotnet/xml/Microsoft.ML.Tokenizers/RegexPreTokenizer.xml
@@ -20,29 +20,23 @@
-
-
+
+
-
-
-
-
-
-
+
+
Constructor
Microsoft.ML.Tokenizers
1.0.0.0
-
-
-
+
+
The regex to use for splitting the text into smaller tokens in the pre-tokenization process.
The dictionary containing the special tokens and their corresponding ids.
- To be added.
Initializes a new instance of the class.
diff --git a/dotnet/xml/Microsoft.ML.Tokenizers/RobertaPreTokenizer.xml b/dotnet/xml/Microsoft.ML.Tokenizers/RobertaPreTokenizer.xml
index c44fa0baa..80e10a491 100644
--- a/dotnet/xml/Microsoft.ML.Tokenizers/RobertaPreTokenizer.xml
+++ b/dotnet/xml/Microsoft.ML.Tokenizers/RobertaPreTokenizer.xml
@@ -140,8 +140,8 @@
- The string to split into tokens.
The string to split into tokens.
+ The string to split into tokens.
Get the offsets and lengths of the tokens relative to the .
diff --git a/dotnet/xml/Microsoft.ML.Tokenizers/SentencePieceNormalizer.xml b/dotnet/xml/Microsoft.ML.Tokenizers/SentencePieceNormalizer.xml
index aec6c85ee..15a5b4d45 100644
--- a/dotnet/xml/Microsoft.ML.Tokenizers/SentencePieceNormalizer.xml
+++ b/dotnet/xml/Microsoft.ML.Tokenizers/SentencePieceNormalizer.xml
@@ -14,7 +14,7 @@
- Normalize the string to lowercase form before processing it with the tokenizer.
+ Normalize the string according to SentencePiece normalization.
To be added.
@@ -44,7 +44,7 @@
To be added.
To be added.
- Creates a LowerCaseNormalizer object.
+ Creates a SentencePieceNormalizer object.
To be added.
diff --git a/dotnet/xml/Microsoft.ML.Tokenizers/SentencePieceTokenizer.xml b/dotnet/xml/Microsoft.ML.Tokenizers/SentencePieceTokenizer.xml
index b8964279a..38d73847f 100644
--- a/dotnet/xml/Microsoft.ML.Tokenizers/SentencePieceTokenizer.xml
+++ b/dotnet/xml/Microsoft.ML.Tokenizers/SentencePieceTokenizer.xml
@@ -250,15 +250,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -268,15 +264,14 @@
System.Int32
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
The text to encode.
@@ -285,7 +280,6 @@
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
If the tokenizer's normalization is enabled or is false, this will be set to in its normalized form; otherwise, this value will be set to null.
- To be added.
The length of the text that encompasses the maximum encoded tokens.
The maximum number of tokens to encode.
@@ -296,15 +290,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -314,15 +304,14 @@
System.Int32
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
The text to encode.
@@ -331,7 +320,6 @@
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
If the tokenizer's normalization is enabled or is false, this will be set to in its normalized form; otherwise, this value will be set to null.
- To be added.
The length of the text that encompasses the maximum encoded tokens.
The maximum number of tokens to encode.
@@ -341,6 +329,41 @@
To be added.
+
+
+
+
+
+
+ Method
+
+ Microsoft.ML.Tokenizers
+ 1.0.0.0
+
+
+ Microsoft.ML.Tokenizers.SentencePieceTokenizer
+
+
+
+
+
+
+
+
+ The stream containing the SentencePiece Bpe or Unigram model.
+ Indicate emitting the beginning of sentence token during the encoding.
+ Indicate emitting the end of sentence token during the encoding.
+ The additional tokens to add to the vocabulary.
+
+ Creates an instance of SentencePieceTokenizer. The model stream should contain a SentencePiece model as specified in the following documentation:
+ https://github.com/google/sentencepiece/blob/master/src/sentencepiece_model.proto.
+
+ To be added.
+
+ When creating the tokenizer, ensure that the vocabulary stream is sourced from a trusted provider.
+
+
+
@@ -560,15 +583,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -578,15 +597,14 @@
System.Collections.Generic.IReadOnlyList<System.Int32>
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
The text to encode.
@@ -594,7 +612,6 @@
Indicate emitting the end of sentence token during the encoding.
The maximum number of tokens to encode.
If the tokenizer's normalization is enabled or is false, this will be set to in its normalized form; otherwise, this value will be set to null.
- To be added.
The length of the text that encompasses the maximum encoded tokens.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -606,15 +623,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -624,15 +637,14 @@
System.Collections.Generic.IReadOnlyList<System.Int32>
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
The text to encode.
@@ -640,7 +652,6 @@
Indicate emitting the end of sentence token during the encoding.
The maximum number of tokens to encode.
If the tokenizer's normalization is enabled or is false, this will be set to in its normalized form; otherwise, this value will be set to null.
- To be added.
The length of the text that encompasses the maximum encoded tokens.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -682,15 +693,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -700,18 +707,16 @@
System.Collections.Generic.IReadOnlyList<Microsoft.ML.Tokenizers.EncodedToken>
-
-
-
-
-
-
-
+
+
+
+
+
+
The text to encode.
If the tokenizer's normalization is enabled or is false, this will be set to in its normalized form; otherwise, this value will be set to null.
- To be added.
Indicate emitting the beginning of sentence token during the encoding.
Indicate emitting the end of sentence token during the encoding.
Indicate whether to consider pre-tokenization before tokenization.
@@ -724,15 +729,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -742,18 +743,16 @@
System.Collections.Generic.IReadOnlyList<Microsoft.ML.Tokenizers.EncodedToken>
-
-
-
-
-
-
-
+
+
+
+
+
+
The text to encode.
If the tokenizer's normalization is enabled or is false, this will be set to in its normalized form; otherwise, this value will be set to null.
- To be added.
Indicate emitting the beginning of sentence token during the encoding.
Indicate emitting the end of sentence token during the encoding.
Indicate whether to consider pre-tokenization before tokenization.
@@ -832,15 +831,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -850,13 +845,12 @@
System.Int32
-
-
-
-
-
-
-
+
+
+
+
+
+
The text to encode.
@@ -864,7 +858,6 @@
The settings used to encode the text.
Indicate whether to find the index from the end of the text.
If the tokenizer's normalization is enabled or has is , this will be set to in its normalized form; otherwise, this value will be set to .
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Find the index of the maximum encoding capacity without surpassing the token limit.
@@ -880,15 +873,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -898,15 +887,14 @@
System.Int32
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
The text to encode.
@@ -914,7 +902,6 @@
Indicate emitting the end of sentence token during the encoding.
The maximum token count to limit the encoding capacity.
If the tokenizer's normalization is enabled or is false, this will be set to in its normalized form; otherwise, this value will be set to null.
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -930,15 +917,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -948,15 +931,14 @@
System.Int32
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
The text to encode.
@@ -964,7 +946,6 @@
Indicate emitting the end of sentence token during the encoding.
The maximum token count to limit the encoding capacity.
If the tokenizer's normalization is enabled or is false, this will be set to in its normalized form; otherwise, this value will be set to null.
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -980,15 +961,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -998,23 +975,21 @@
System.Int32
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
The text to encode.
Indicate emitting the beginning of sentence token during the encoding.
Indicate emitting the end of sentence token during the encoding.
- The maximum token count to limit the encoding capacity.
Indicate whether to consider normalization before tokenization.
+ The maximum token count to limit the encoding capacity.
If the tokenizer's normalization is enabled or is false, this will be set to in its normalized form; otherwise, this value will be set to null.
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Find the index of the maximum encoding capacity from the end within the text without surpassing the token limit.
@@ -1027,15 +1002,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -1045,14 +1016,13 @@
System.Int32
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
The text to encode.
@@ -1061,7 +1031,6 @@
The maximum token count to limit the encoding capacity.
Indicate whether to consider normalization before tokenization.
If the tokenizer's normalization is enabled or is false, this will be set to in its normalized form; otherwise, this value will be set to null.
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Find the index of the maximum encoding capacity from the end within the text without surpassing the token limit.
@@ -1132,7 +1101,9 @@
System.Collections.Generic.IReadOnlyDictionary<System.String,System.Int32>
- To be added.
+
+ The special tokens.
+
To be added.
To be added.
diff --git a/dotnet/xml/Microsoft.ML.Tokenizers/TiktokenTokenizer.xml b/dotnet/xml/Microsoft.ML.Tokenizers/TiktokenTokenizer.xml
index d86382c4a..83d8a3aa7 100644
--- a/dotnet/xml/Microsoft.ML.Tokenizers/TiktokenTokenizer.xml
+++ b/dotnet/xml/Microsoft.ML.Tokenizers/TiktokenTokenizer.xml
@@ -161,15 +161,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -179,20 +175,18 @@
System.Threading.Tasks.Task<Microsoft.ML.Tokenizers.TiktokenTokenizer>
-
-
-
-
-
-
-
+
+
+
+
+
+
The BPE vocab file.
The pre-tokenizer to use.
The normalizer to use.
The dictionary mapping special tokens to Ids.
- To be added.
The size of the cache to use.
used to request cancellation of the operation.
@@ -455,15 +449,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -473,13 +463,12 @@
System.Int32
-
-
-
-
-
-
-
+
+
+
+
+
+
The text to encode.
@@ -487,7 +476,6 @@
The settings used to encode the text.
Indicate whether to find the index from the end of the text.
If the tokenizer's normalization is enabled or has is , this will be set to in its normalized form; otherwise, this value will be set to .
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Find the index of the maximum encoding capacity without surpassing the token limit.
diff --git a/dotnet/xml/Microsoft.ML.Tokenizers/Tokenizer.xml b/dotnet/xml/Microsoft.ML.Tokenizers/Tokenizer.xml
index d547776ae..0c74d0895 100644
--- a/dotnet/xml/Microsoft.ML.Tokenizers/Tokenizer.xml
+++ b/dotnet/xml/Microsoft.ML.Tokenizers/Tokenizer.xml
@@ -528,15 +528,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -547,15 +543,13 @@
-
-
+
The text to encode.
If the tokenizer's normalization is enabled or is , this will be set to in its normalized form; otherwise, this value will be set to .
- To be added.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -566,15 +560,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -585,15 +575,13 @@
-
-
+
The text to encode.
If the tokenizer's normalization is enabled or is , this will be set to in its normalized form; otherwise, this value will be set to .
- To be added.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -604,15 +592,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -624,8 +608,7 @@
-
-
+
@@ -634,7 +617,6 @@
The text to encode.
The maximum number of tokens to encode.
If the tokenizer's normalization is enabled or is , this will be set to in its normalized form; otherwise, this value will be set to .
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -650,15 +632,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -670,8 +648,7 @@
-
-
+
@@ -680,7 +657,6 @@
The text to encode.
The maximum number of tokens to encode.
If the tokenizer's normalization is enabled or is , this will be set to in its normalized form; otherwise, this value will be set to .
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -696,15 +672,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -718,8 +690,7 @@
-
-
+
@@ -728,7 +699,6 @@
The settings used to encode the text.
Indicate whether to find the index from the end of the text.
If the tokenizer's normalization is enabled or has is , this will be set to in its normalized form; otherwise, this value will be set to .
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Find the index of the maximum encoding capacity without surpassing the token limit.
@@ -747,15 +717,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -767,8 +733,7 @@
-
-
+
@@ -777,7 +742,6 @@
The text to encode.
The maximum number of tokens to encode.
If the tokenizer's normalization is enabled or is , this will be set to in its normalized form; otherwise, this value will be set to .
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
@@ -793,15 +757,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -813,8 +773,7 @@
-
-
+
@@ -823,7 +782,6 @@
The text to encode.
The maximum number of tokens to encode.
If the tokenizer's normalization is enabled or is , this will be set to in its normalized form; otherwise, this value will be set to .
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Indicate whether to consider pre-tokenization before tokenization.
Indicate whether to consider normalization before tokenization.
diff --git a/dotnet/xml/Microsoft.ML.Tokenizers/WordPieceTokenizer.xml b/dotnet/xml/Microsoft.ML.Tokenizers/WordPieceTokenizer.xml
index ecd08ab83..035f1b699 100644
--- a/dotnet/xml/Microsoft.ML.Tokenizers/WordPieceTokenizer.xml
+++ b/dotnet/xml/Microsoft.ML.Tokenizers/WordPieceTokenizer.xml
@@ -89,8 +89,8 @@
Microsoft.ML.Tokenizers.WordPieceTokenizer
-
-
+
+
The path to the WordPiece vocab file.
@@ -120,8 +120,8 @@
Microsoft.ML.Tokenizers.WordPieceTokenizer
-
-
+
+
The path to the WordPiece vocab file.
@@ -136,78 +136,6 @@
-
-
-
-
-
-
- Method
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- Microsoft.ML.Tokenizers.WordPieceTokenizer
-
-
-
-
-
-
-
-
-
-
-
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
-
-
-
-
-
-
-
-
- Method
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- Microsoft.ML.Tokenizers.WordPieceTokenizer
-
-
-
-
-
-
-
-
-
-
-
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
-
-
@@ -223,9 +151,9 @@
System.Threading.Tasks.Task<Microsoft.ML.Tokenizers.WordPieceTokenizer>
-
-
-
+
+
+
The path to the WordPiece vocab file.
@@ -256,9 +184,9 @@
System.Threading.Tasks.Task<Microsoft.ML.Tokenizers.WordPieceTokenizer>
-
-
-
+
+
+
The path to the WordPiece vocab file.
@@ -274,82 +202,6 @@
-
-
-
-
-
-
- Method
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.Threading.Tasks.Task<Microsoft.ML.Tokenizers.WordPieceTokenizer>
-
-
-
-
-
-
-
-
-
-
-
-
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
-
-
-
-
-
-
-
-
- Method
-
- Microsoft.ML.Tokenizers
- 1.0.0.0
-
-
- System.Threading.Tasks.Task<Microsoft.ML.Tokenizers.WordPieceTokenizer>
-
-
-
-
-
-
-
-
-
-
-
-
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
- To be added.
-
-
@@ -531,15 +383,11 @@
-
-
+
+
-
-
-
-
-
-
+
+
Method
Microsoft.ML.Tokenizers
@@ -549,13 +397,12 @@
System.Int32
-
-
-
-
-
-
-
+
+
+
+
+
+
The text to encode.
@@ -563,7 +410,6 @@
The settings used to encode the text.
Indicate whether to find the index from the end of the text.
If the tokenizer's normalization is enabled or has is , this will be set to in its normalized form; otherwise, this value will be set to .
- To be added.
The token count can be generated which should be smaller than the maximum token count.
Find the index of the maximum encoding capacity without surpassing the token limit.
diff --git a/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastForestBinaryTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastForestBinaryTrainer.xml
index 625008d74..a985a615c 100644
--- a/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastForestBinaryTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastForestBinaryTrainer.xml
@@ -40,9 +40,9 @@
[!include[algorithm](~/../docs/samples/docs/api-reference/algo-details-fastforest.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastForestRegressionTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastForestRegressionTrainer.xml
index dbee4d909..4452bafaf 100644
--- a/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastForestRegressionTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastForestRegressionTrainer.xml
@@ -40,9 +40,9 @@
[!include[algorithm](~/../docs/samples/docs/api-reference/algo-details-fastforest.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeBinaryTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeBinaryTrainer.xml
index 29fedb89e..dc480f636 100644
--- a/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeBinaryTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeBinaryTrainer.xml
@@ -40,9 +40,9 @@
[!include[algorithm](~/../docs/samples/docs/api-reference/algo-details-fasttree.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeRankingTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeRankingTrainer.xml
index dd2d9564c..1ecf69043 100644
--- a/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeRankingTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeRankingTrainer.xml
@@ -40,9 +40,9 @@
[!include[algorithm](~/../docs/samples/docs/api-reference/algo-details-fasttree.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeRegressionTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeRegressionTrainer.xml
index 20c4b0d97..ba97f27cb 100644
--- a/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeRegressionTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeRegressionTrainer.xml
@@ -40,9 +40,9 @@
[!include[algorithm](~/../docs/samples/docs/api-reference/algo-details-fasttree.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeTweedieTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeTweedieTrainer.xml
index 5e4ccb7fa..e9b6de079 100644
--- a/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeTweedieTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers.FastTree/FastTreeTweedieTrainer.xml
@@ -48,9 +48,9 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers.FastTree/GamBinaryTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers.FastTree/GamBinaryTrainer.xml
index 16d24117e..ac6820f17 100644
--- a/dotnet/xml/Microsoft.ML.Trainers.FastTree/GamBinaryTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers.FastTree/GamBinaryTrainer.xml
@@ -40,9 +40,9 @@
[!include[algorithm](~/../docs/samples/docs/api-reference/algo-details-gam.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers.FastTree/GamRegressionTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers.FastTree/GamRegressionTrainer.xml
index 961bfb007..94b23fe95 100644
--- a/dotnet/xml/Microsoft.ML.Trainers.FastTree/GamRegressionTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers.FastTree/GamRegressionTrainer.xml
@@ -40,9 +40,9 @@
[!include[algorithm](~/../docs/samples/docs/api-reference/algo-details-gam.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmBinaryTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmBinaryTrainer.xml
index 1e395805e..aa610a8bc 100644
--- a/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmBinaryTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmBinaryTrainer.xml
@@ -41,8 +41,8 @@
[!include[algorithm](~/../docs/samples/docs/api-reference/algo-details-lightgbm.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmMulticlassTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmMulticlassTrainer.xml
index 7ecf6ea2b..112e22049 100644
--- a/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmMulticlassTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmMulticlassTrainer.xml
@@ -41,9 +41,9 @@
[!include[algorithm](~/../docs/samples/docs/api-reference/algo-details-lightgbm.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmRankingTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmRankingTrainer.xml
index b6d25114f..c75484a8e 100644
--- a/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmRankingTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmRankingTrainer.xml
@@ -41,9 +41,9 @@
[!include[algorithm](~/../docs/samples/docs/api-reference/algo-details-lightgbm.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmRegressionTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmRegressionTrainer.xml
index 3247ba90e..b1b1f8be4 100644
--- a/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmRegressionTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers.LightGbm/LightGbmRegressionTrainer.xml
@@ -41,9 +41,9 @@
[!include[algorithm](~/../docs/samples/docs/api-reference/algo-details-lightgbm.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/AveragedPerceptronTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/AveragedPerceptronTrainer.xml
index f993d7c05..e335e87b0 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/AveragedPerceptronTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/AveragedPerceptronTrainer.xml
@@ -58,9 +58,9 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/FieldAwareFactorizationMachineTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/FieldAwareFactorizationMachineTrainer.xml
index 8031db54c..34de1ec04 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/FieldAwareFactorizationMachineTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/FieldAwareFactorizationMachineTrainer.xml
@@ -72,10 +72,10 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/LbfgsLogisticRegressionBinaryTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/LbfgsLogisticRegressionBinaryTrainer.xml
index 663dc7186..6750230e4 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/LbfgsLogisticRegressionBinaryTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/LbfgsLogisticRegressionBinaryTrainer.xml
@@ -66,9 +66,9 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/LbfgsMaximumEntropyMulticlassTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/LbfgsMaximumEntropyMulticlassTrainer.xml
index 7a633436a..9636ee96c 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/LbfgsMaximumEntropyMulticlassTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/LbfgsMaximumEntropyMulticlassTrainer.xml
@@ -61,9 +61,9 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/LbfgsPoissonRegressionTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/LbfgsPoissonRegressionTrainer.xml
index 1667ef9f4..63fad6047 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/LbfgsPoissonRegressionTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/LbfgsPoissonRegressionTrainer.xml
@@ -45,9 +45,9 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/LdSvmTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/LdSvmTrainer.xml
index ad398a5bd..3d7e005f6 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/LdSvmTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/LdSvmTrainer.xml
@@ -51,8 +51,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/LinearSvmTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/LinearSvmTrainer.xml
index 9181b901d..548ad158c 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/LinearSvmTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/LinearSvmTrainer.xml
@@ -50,8 +50,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/MatrixFactorizationTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/MatrixFactorizationTrainer.xml
index 5ef96189d..9f84844c2 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/MatrixFactorizationTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/MatrixFactorizationTrainer.xml
@@ -107,9 +107,9 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/OlsTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/OlsTrainer.xml
index 864f4b598..3b05e91ee 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/OlsTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/OlsTrainer.xml
@@ -45,9 +45,9 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/OnlineGradientDescentTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/OnlineGradientDescentTrainer.xml
index 8a7d3f654..32f49fe30 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/OnlineGradientDescentTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/OnlineGradientDescentTrainer.xml
@@ -45,9 +45,9 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/RandomizedPcaTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/RandomizedPcaTrainer.xml
index 00aacf60b..55c4d1d00 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/RandomizedPcaTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/RandomizedPcaTrainer.xml
@@ -60,9 +60,9 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/SdcaLogisticRegressionBinaryTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/SdcaLogisticRegressionBinaryTrainer.xml
index 575376c5f..1332754d2 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/SdcaLogisticRegressionBinaryTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/SdcaLogisticRegressionBinaryTrainer.xml
@@ -44,9 +44,9 @@
[!include[references](~/../docs/samples/docs/api-reference/algo-details-sdca-refs.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/SdcaMaximumEntropyMulticlassTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/SdcaMaximumEntropyMulticlassTrainer.xml
index 09cce5fb4..e9fa09377 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/SdcaMaximumEntropyMulticlassTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/SdcaMaximumEntropyMulticlassTrainer.xml
@@ -49,9 +49,9 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/SdcaMulticlassTrainerBase`1.xml b/dotnet/xml/Microsoft.ML.Trainers/SdcaMulticlassTrainerBase`1.xml
index eb32fa402..8cb56149f 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/SdcaMulticlassTrainerBase`1.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/SdcaMulticlassTrainerBase`1.xml
@@ -72,12 +72,12 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/SdcaNonCalibratedBinaryTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/SdcaNonCalibratedBinaryTrainer.xml
index ee81fc3ba..a734fde4b 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/SdcaNonCalibratedBinaryTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/SdcaNonCalibratedBinaryTrainer.xml
@@ -42,9 +42,9 @@
[!include[references](~/../docs/samples/docs/api-reference/algo-details-sdca-refs.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/SdcaNonCalibratedMulticlassTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/SdcaNonCalibratedMulticlassTrainer.xml
index 5ea6bcdd3..1bac4efbe 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/SdcaNonCalibratedMulticlassTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/SdcaNonCalibratedMulticlassTrainer.xml
@@ -49,9 +49,9 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/SdcaRegressionTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/SdcaRegressionTrainer.xml
index ebef8cc02..2baa269fd 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/SdcaRegressionTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/SdcaRegressionTrainer.xml
@@ -44,9 +44,9 @@
[!include[references](~/../docs/samples/docs/api-reference/algo-details-sdca-refs.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/SgdCalibratedTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/SgdCalibratedTrainer.xml
index 359194997..2612f2d59 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/SgdCalibratedTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/SgdCalibratedTrainer.xml
@@ -40,9 +40,9 @@
[!include[io](~/../docs/samples/docs/api-reference/algo-details-sgd.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/SgdNonCalibratedTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/SgdNonCalibratedTrainer.xml
index 09f0d24e5..8738de803 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/SgdNonCalibratedTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/SgdNonCalibratedTrainer.xml
@@ -38,9 +38,9 @@
[!include[io](~/../docs/samples/docs/api-reference/algo-details-sgd.md)]
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Trainers/SymbolicSgdLogisticRegressionBinaryTrainer.xml b/dotnet/xml/Microsoft.ML.Trainers/SymbolicSgdLogisticRegressionBinaryTrainer.xml
index f141c13fd..124727e43 100644
--- a/dotnet/xml/Microsoft.ML.Trainers/SymbolicSgdLogisticRegressionBinaryTrainer.xml
+++ b/dotnet/xml/Microsoft.ML.Trainers/SymbolicSgdLogisticRegressionBinaryTrainer.xml
@@ -51,9 +51,9 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms.Text/TextFeaturizingEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms.Text/TextFeaturizingEstimator.xml
index 540a3fb1c..7b4069a55 100644
--- a/dotnet/xml/Microsoft.ML.Transforms.Text/TextFeaturizingEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms.Text/TextFeaturizingEstimator.xml
@@ -48,8 +48,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms.Text/WordBagEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms.Text/WordBagEstimator.xml
index 55f823165..08d67c0f8 100644
--- a/dotnet/xml/Microsoft.ML.Transforms.Text/WordBagEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms.Text/WordBagEstimator.xml
@@ -40,8 +40,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms.Text/WordEmbeddingEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms.Text/WordEmbeddingEstimator.xml
index 8cedabcc4..b32dbb323 100644
--- a/dotnet/xml/Microsoft.ML.Transforms.Text/WordEmbeddingEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms.Text/WordEmbeddingEstimator.xml
@@ -48,8 +48,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms.Text/WordHashBagEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms.Text/WordHashBagEstimator.xml
index 3fce04c9c..9d06e6361 100644
--- a/dotnet/xml/Microsoft.ML.Transforms.Text/WordHashBagEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms.Text/WordHashBagEstimator.xml
@@ -40,8 +40,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms/ColumnSelectingEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms/ColumnSelectingEstimator.xml
index 2e152dc64..1e794ee43 100644
--- a/dotnet/xml/Microsoft.ML.Transforms/ColumnSelectingEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms/ColumnSelectingEstimator.xml
@@ -41,9 +41,9 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms/CountFeatureSelectingEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms/CountFeatureSelectingEstimator.xml
index d7ea211df..b9817eae0 100644
--- a/dotnet/xml/Microsoft.ML.Transforms/CountFeatureSelectingEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms/CountFeatureSelectingEstimator.xml
@@ -61,8 +61,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms/FeatureContributionCalculatingEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms/FeatureContributionCalculatingEstimator.xml
index b8db167e0..4f363d703 100644
--- a/dotnet/xml/Microsoft.ML.Transforms/FeatureContributionCalculatingEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms/FeatureContributionCalculatingEstimator.xml
@@ -79,8 +79,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms/HashingEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms/HashingEstimator.xml
index aa1d9ffbb..22ae91682 100644
--- a/dotnet/xml/Microsoft.ML.Transforms/HashingEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms/HashingEstimator.xml
@@ -35,8 +35,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms/KeyToValueMappingEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms/KeyToValueMappingEstimator.xml
index 7976a6572..b08810c07 100644
--- a/dotnet/xml/Microsoft.ML.Transforms/KeyToValueMappingEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms/KeyToValueMappingEstimator.xml
@@ -33,8 +33,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms/KeyToVectorMappingEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms/KeyToVectorMappingEstimator.xml
index 412c64df3..6189add8a 100644
--- a/dotnet/xml/Microsoft.ML.Transforms/KeyToVectorMappingEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms/KeyToVectorMappingEstimator.xml
@@ -36,8 +36,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms/MissingValueIndicatorEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms/MissingValueIndicatorEstimator.xml
index 247325059..1479e1470 100644
--- a/dotnet/xml/Microsoft.ML.Transforms/MissingValueIndicatorEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms/MissingValueIndicatorEstimator.xml
@@ -35,8 +35,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms/MissingValueReplacingEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms/MissingValueReplacingEstimator.xml
index 3b9f9d363..ac4e8f1ae 100644
--- a/dotnet/xml/Microsoft.ML.Transforms/MissingValueReplacingEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms/MissingValueReplacingEstimator.xml
@@ -37,8 +37,8 @@
Check the See Also section for links of usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms/MutualInformationFeatureSelectingEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms/MutualInformationFeatureSelectingEstimator.xml
index 18ce498f2..37bbd8465 100644
--- a/dotnet/xml/Microsoft.ML.Transforms/MutualInformationFeatureSelectingEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms/MutualInformationFeatureSelectingEstimator.xml
@@ -65,8 +65,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms/OneHotEncodingEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms/OneHotEncodingEstimator.xml
index 34a2092a2..8f1d878ab 100644
--- a/dotnet/xml/Microsoft.ML.Transforms/OneHotEncodingEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms/OneHotEncodingEstimator.xml
@@ -65,8 +65,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms/OneHotHashEncodingEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms/OneHotHashEncodingEstimator.xml
index a81eb32b7..7c254fc10 100644
--- a/dotnet/xml/Microsoft.ML.Transforms/OneHotHashEncodingEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms/OneHotHashEncodingEstimator.xml
@@ -64,8 +64,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms/TensorFlowModel.xml b/dotnet/xml/Microsoft.ML.Transforms/TensorFlowModel.xml
index 2f2b6014e..b413719de 100644
--- a/dotnet/xml/Microsoft.ML.Transforms/TensorFlowModel.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms/TensorFlowModel.xml
@@ -173,8 +173,8 @@
- The name of the requested model output. The data type is a vector of
The name of the model input. The data type is a vector of .
+ The name of the requested model output. The data type is a vector of
Add a batch dimension to the input e.g. input = [224, 224, 3] => [-1, 224, 224, 3].
This parameter is used to deal with models that have unknown shape but the internal operators in the model require data to have batch dimension as well.
@@ -209,8 +209,8 @@
- The names of the requested model outputs.
The names of the model inputs.
+ The names of the requested model outputs.
Add a batch dimension to the input e.g. input = [224, 224, 3] => [-1, 224, 224, 3].
This parameter is used to deal with models that have unknown shape but the internal operators in the model require data to have batch dimension as well.
diff --git a/dotnet/xml/Microsoft.ML.Transforms/TypeConvertingEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms/TypeConvertingEstimator.xml
index a11450241..73b1bef48 100644
--- a/dotnet/xml/Microsoft.ML.Transforms/TypeConvertingEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms/TypeConvertingEstimator.xml
@@ -34,8 +34,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML.Transforms/ValueToKeyMappingEstimator.xml b/dotnet/xml/Microsoft.ML.Transforms/ValueToKeyMappingEstimator.xml
index 4d144c382..67c2bb5e7 100644
--- a/dotnet/xml/Microsoft.ML.Transforms/ValueToKeyMappingEstimator.xml
+++ b/dotnet/xml/Microsoft.ML.Transforms/ValueToKeyMappingEstimator.xml
@@ -48,8 +48,8 @@
Check the See Also section for links to usage examples.
]]>
-
+
diff --git a/dotnet/xml/Microsoft.ML/ClusteringCatalog.xml b/dotnet/xml/Microsoft.ML/ClusteringCatalog.xml
index f31f03e7b..2e73f95c3 100644
--- a/dotnet/xml/Microsoft.ML/ClusteringCatalog.xml
+++ b/dotnet/xml/Microsoft.ML/ClusteringCatalog.xml
@@ -84,9 +84,9 @@
The scored data.
+ The name of the score column in .
The name of the optional label column in .
If present, the metric will be computed.
- The name of the score column in .
The name of the optional features column in .
If present, the metric will be computed.
diff --git a/dotnet/xml/Microsoft.ML/CustomMappingCatalog.xml b/dotnet/xml/Microsoft.ML/CustomMappingCatalog.xml
index df7508c07..8fb9014ef 100644
--- a/dotnet/xml/Microsoft.ML/CustomMappingCatalog.xml
+++ b/dotnet/xml/Microsoft.ML/CustomMappingCatalog.xml
@@ -215,8 +215,8 @@
The class defining which columns to take from the incoming data.
- The class defining which new columns are added to the data.
The type that describes per-cursor state.
+ The class defining which new columns are added to the data.
The transform catalog.
The mapping action. In addition to the input and output objects, the action is given a state object that it can look at and/or modify.
If the resulting transformer needs to be save-able, the class defining should implement
diff --git a/dotnet/xml/Microsoft.ML/FactorizationMachineExtensions.xml b/dotnet/xml/Microsoft.ML/FactorizationMachineExtensions.xml
index f8014da2a..15c33c800 100644
--- a/dotnet/xml/Microsoft.ML/FactorizationMachineExtensions.xml
+++ b/dotnet/xml/Microsoft.ML/FactorizationMachineExtensions.xml
@@ -75,8 +75,8 @@
The binary classification catalog trainer object.
- The name of the feature column. The column data must be a known-sized vector of .
The name of the label column. The column data must be .
+ The name of the feature column. The column data must be a known-sized vector of .
The name of the example weight column (optional).
Create , which predicts a target using a field-aware factorization machine trained over boolean label data.
@@ -114,8 +114,8 @@
The binary classification catalog trainer object.
- The names of the feature columns. The column data must be a known-sized vector of .
The name of the label column. The column data must be .
+ The names of the feature columns. The column data must be a known-sized vector of .
The name of the example weight column (optional).
Create , which predicts a target using a field-aware factorization machine trained over boolean label data.
diff --git a/dotnet/xml/Microsoft.ML/ImageEstimatorsCatalog.xml b/dotnet/xml/Microsoft.ML/ImageEstimatorsCatalog.xml
index 835281743..63dc594e4 100644
--- a/dotnet/xml/Microsoft.ML/ImageEstimatorsCatalog.xml
+++ b/dotnet/xml/Microsoft.ML/ImageEstimatorsCatalog.xml
@@ -195,9 +195,9 @@
The transform's catalog.
Name of the column resulting from the transformation of .
This column's data type will be .
- Folder where to look for images.
Name of the column with paths to the images to load.
This estimator operates over text data.
+ Folder where to look for images.
Create a , which loads the data from the column specified in
as an image to a new column: .
@@ -235,9 +235,9 @@
The transform's catalog.
Name of the column resulting from the transformation of .
This column's data type will be .
- Folder where to look for images.
Name of the column with paths to the images to load.
This estimator operates over text data.
+ Folder where to look for images.
Create a , which loads the data from the column specified in
as an image of raw bytes to a new column: .
@@ -278,10 +278,10 @@
The transform's catalog.
Name of the column resulting from the transformation of .
This column's data type will be the same as that of the input column.
- The transformed image width.
- The transformed image height.
Name of the column with images.
This estimator operates over .
+ The transformed image width.
+ The transformed image height.
The type of image resizing as specified in .
Where to place the anchor, to start cropping. Options defined in
diff --git a/dotnet/xml/Microsoft.ML/StandardTrainersCatalog.xml b/dotnet/xml/Microsoft.ML/StandardTrainersCatalog.xml
index e8c00da8b..a5aca27d0 100644
--- a/dotnet/xml/Microsoft.ML/StandardTrainersCatalog.xml
+++ b/dotnet/xml/Microsoft.ML/StandardTrainersCatalog.xml
@@ -168,11 +168,11 @@
The name of the label column. The column data must be .
The name of the feature column. The column data must be a known-sized vector of .
The name of the example weight column (optional).
+ Enforce non-negative weights.
The L1 regularization hyperparameter. Higher values will tend to lead to more sparse model.
The L2 weight for regularization.
- Threshold for optimizer convergence.
Memory size for . Low=faster, less accurate.
- Enforce non-negative weights.
+ Threshold for optimizer convergence.
Create , which predicts a target using a linear binary classification model trained over boolean label data.
@@ -248,11 +248,11 @@
The name of the label column. The column data must be .
The name of the feature column. The column data must be a known-sized vector of .
The name of the example weight column (optional).
+ Enforce non-negative weights.
The L1 regularization hyperparameter. Higher values will tend to lead to more sparse model.
The L2 weight for regularization.
- Threshold for optimizer convergence.
Memory size for . Low=faster, less accurate.
- Enforce non-negative weights.
+ Threshold for optimizer convergence.
Create , which predicts a target using a maximum entropy classification model trained with the L-BFGS method.
@@ -567,9 +567,9 @@
The type of the model. This type parameter will usually be inferred automatically from .
The multiclass classification catalog trainer object.
An instance of a binary used as the base trainer.
+ The calibrator. If a calibrator is not explicitly provided, it will default to
The name of the label column.
Whether to treat missing labels as having negative labels, instead of keeping them missing.
- The calibrator. If a calibrator is not explicitly provided, it will default to
Number of instances to train the calibrator.
Use probabilities (vs. raw outputs) to identify top-score category.
@@ -702,9 +702,9 @@
The type of the model. This type parameter will usually be inferred automatically from .
The multiclass classification catalog trainer object.
An instance of a binary used as the base trainer.
+ The calibrator. If a calibrator is not explicitly provided, it will default to
The name of the label column.
Whether to treat missing labels as having negative labels, instead of keeping them missing.
- The calibrator. If a calibrator is not explicitly provided, it will default to
Number of instances to train the calibrator.
Create a , which predicts a multiclass target using pairwise coupling strategy with
diff --git a/dotnet/xml/Microsoft.ML/TextCatalog.xml b/dotnet/xml/Microsoft.ML/TextCatalog.xml
index 8d904662b..476e8b053 100644
--- a/dotnet/xml/Microsoft.ML/TextCatalog.xml
+++ b/dotnet/xml/Microsoft.ML/TextCatalog.xml
@@ -82,9 +82,9 @@
The text-related transform's catalog.
+ The path of the pre-trained embeddings model to use.
Name of the column resulting from the transformation of .
This column's data type will be a vector of .
- The path of the pre-trained embeddings model to use.
Name of the column to transform. If set to ,
the value of the will be used as source.
This estimator operates over known-size vector of text data type.
@@ -589,15 +589,15 @@
+ To be added.
+ To be added.
+ To be added.
The transform's catalog.
Name of the column resulting from the transformation of .
This column's data type will be known-size vector of .
- To be added.
- To be added.
Name of the column to take the data from.
Maximum number of n-grams to store in the dictionary.Separator used to separate terms/frequency pairs.Separator used to separate terms from their frequency.
This estimator operates over vector of text.
- To be added.
Create a , which maps the column specified in
to a vector of n-gram counts in a new column named .
diff --git a/dotnet/xml/Microsoft.ML/TimeSeriesCatalog.xml b/dotnet/xml/Microsoft.ML/TimeSeriesCatalog.xml
index ae9d0d960..a81043ebc 100644
--- a/dotnet/xml/Microsoft.ML/TimeSeriesCatalog.xml
+++ b/dotnet/xml/Microsoft.ML/TimeSeriesCatalog.xml
@@ -48,6 +48,7 @@
+ The size of sliding window to generate a saliency map for the series. No more than , usually keep default value.
The transform's catalog.
Name of the column resulting from the transformation of .
The column data is a vector of . The vector contains 3 elements: alert (1 means anomaly while 0 means normal), raw score, and magnitude of spectual residual.
@@ -56,7 +57,6 @@
The number of points to add back of training window. No more than , usually keep default value.
The number of pervious points used in prediction. No more than , usually keep default value.
The size of sliding window to generate a saliency map for the series. No more than , usually keep default value.
- The size of sliding window to generate a saliency map for the series. No more than , usually keep default value.
The size of sliding window to calculate the anomaly score for each data point. No more than .
The threshold to determine anomaly, score larger than the threshold is considered as anomaly. Should be in (0,1)
@@ -104,8 +104,8 @@
Name of column to transform. The column data must be .
If set to , the value of the will be used as source.
The confidence for change point detection in the range [0, 100].
- The size of the sliding window for computing the p-value.
The number of points from the beginning of the sequence used for training.
+ The size of the sliding window for computing the p-value.
An upper bound on the largest relevant seasonality in the input time-series.
The function used to compute the error between the expected and the observed value.
The martingale used for scoring.
@@ -162,8 +162,8 @@
Name of column to transform. The column data must be .
If set to , the value of the will be used as source.
The confidence for change point detection in the range [0, 100].
- The size of the sliding window for computing the p-value.
The number of points from the beginning of the sequence used for training.
+ The size of the sliding window for computing the p-value.
An upper bound on the largest relevant seasonality in the input time-series.
The function used to compute the error between the expected and the observed value.
The martingale used for scoring.
diff --git a/dotnet/xml/Microsoft.ML/TreeExtensions.xml b/dotnet/xml/Microsoft.ML/TreeExtensions.xml
index 51283ccd0..9390e17f1 100644
--- a/dotnet/xml/Microsoft.ML/TreeExtensions.xml
+++ b/dotnet/xml/Microsoft.ML/TreeExtensions.xml
@@ -115,8 +115,8 @@
The name of the label column. The column data must be .
The name of the feature column. The column data must be a known-sized vector of .
The name of the example weight column (optional).
- The maximum number of leaves per decision tree.
Total number of decision trees to create in the ensemble.
+ The maximum number of leaves per decision tree.
The minimal number of data points required to form a new tree leaf.
Create , which predicts a target using a decision tree regression model.
@@ -301,8 +301,8 @@
The name of the label column. The column data must be .
The name of the feature column. The column data must be a known-sized vector of .
The name of the example weight column (optional).
- The maximum number of leaves per decision tree.
Total number of decision trees to create in the ensemble.
+ The maximum number of leaves per decision tree.
The minimal number of data points required to form a new tree leaf.
The learning rate.
@@ -346,8 +346,8 @@
The name of the label column. The column data must be .
The name of the feature column. The column data must be a known-sized vector of .
The name of the example weight column (optional).
- The maximum number of leaves per decision tree.
Total number of decision trees to create in the ensemble.
+ The maximum number of leaves per decision tree.
The minimal number of data points required to form a new tree leaf.
The learning rate.
@@ -393,8 +393,8 @@
The name of the feature column. The column data must be a known-sized vector of .
The name of the group column.
The name of the example weight column (optional).
- The maximum number of leaves per decision tree.
Total number of decision trees to create in the ensemble.
+ The maximum number of leaves per decision tree.
The minimal number of data points required to form a new tree leaf.
The learning rate.
@@ -471,8 +471,8 @@
The name of the label column. The column data must be .
The name of the feature column. The column data must be a known-sized vector of .
The name of the example weight column (optional).
- The maximum number of leaves per decision tree.
Total number of decision trees to create in the ensemble.
+ The maximum number of leaves per decision tree.
The minimal number of data points required to form a new tree leaf.
The learning rate.
diff --git a/dotnet/xml/PackageInformation/ml-dotnet-preview.json b/dotnet/xml/PackageInformation/ml-dotnet-preview.json
index 7c17fc135..2894fa892 100644
--- a/dotnet/xml/PackageInformation/ml-dotnet-preview.json
+++ b/dotnet/xml/PackageInformation/ml-dotnet-preview.json
@@ -1 +1 @@
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\ No newline at end of file
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diff --git a/dotnet/xml/SourceLinkInformation/ml-dotnet-preview/Microsoft.Data.Analysis.json b/dotnet/xml/SourceLinkInformation/ml-dotnet-preview/Microsoft.Data.Analysis.json
index 58a31f47f..18f8b17f4 100644
--- a/dotnet/xml/SourceLinkInformation/ml-dotnet-preview/Microsoft.Data.Analysis.json
+++ b/dotnet/xml/SourceLinkInformation/ml-dotnet-preview/Microsoft.Data.Analysis.json
@@ -1,23129 +1,23149 @@
{
"Assembly": "Microsoft.Data.Analysis",
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+ "GUID": "D6DBA565D7FA4D2299E6DDA45543F539FFFFFFFF",
"Tag": "YLvZLG4blN7mEvSsjPYkrv5LR/UBUXdSJjsg6uulm8U=",
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+ "SourceLink": "https://github.com/dotnet/machinelearning/blob/d433decaa5116a7998fecbd2d76098c21f1bb26e/src/Microsoft.Data.Analysis/IDataView.Extension.cs#L24C13-L24C57"
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+ "SourceLink": "https://github.com/dotnet/machinelearning/blob/d433decaa5116a7998fecbd2d76098c21f1bb26e/src/Microsoft.Data.Analysis/IDataView.Extension.cs#L35C13-L35C73"
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+ "SourceLink": "https://github.com/dotnet/machinelearning/blob/d433decaa5116a7998fecbd2d76098c21f1bb26e/src/Microsoft.Data.Analysis/IDataView.Extension.cs#L47C13-L148C52"
}
],
"DocsId": "T:Microsoft.ML.IDataViewExtensions",
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+ "SourceLink": "https://github.com/dotnet/machinelearning/blob/d433decaa5116a7998fecbd2d76098c21f1bb26e/src/Microsoft.Data.Analysis/IDataView.Extension.cs"
},
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},
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+ "SourceLink": "https://github.com/dotnet/machinelearning/blob/d433decaa5116a7998fecbd2d76098c21f1bb26e/src/Microsoft.Data.Analysis/DataFrame.BinaryOperations.cs#L18C13-L33C33"
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+ "SourceLink": "https://github.com/dotnet/machinelearning/blob/d433decaa5116a7998fecbd2d76098c21f1bb26e/src/Microsoft.Data.Analysis/DataFrame.BinaryOperations.cs#L158C13-L169C33"
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