Update README.md

Author: joaopauloschuler

README.md

@@ -27,9 +27,14 @@ else:
 !cd k && pip install .
 ```
 ## Features
+* `cai.datasets.train_model_on_cifar10`: allows you to quickly train a model on CIFAR-10 dataset. It comes with **K-CAI** default data augmentation settings. See [example](https://github.com/joaopauloschuler/k-neural-api/blob/master/examples/jupyter/cai_densenet_bc_l40_with_cifar_10.ipynb).
+* `cai.datasets.train_model_on_dataset`: allows you to train a model passed as parameter on a **dataset also passed as parameter**. It comes with **K-CAI** default data augmentation settings. See [example](https://github.com/joaopauloschuler/k-neural-api/blob/master/examples/jupyter/cai_densenet_bc_l40_with_cifar_100.ipynb).
 
 ## Documentation
+The documentation is under construction. Currently, it's mainly composed by source code examples.
 
 ### Examples
 Some recommended introductory source code examples are:
-* [DenseNet BC L40 with CIFAR-10](https://github.com/joaopauloschuler/k-neural-api/blob/master/examples/jupyter/cai_densenet_bc_l40_with_cifar_10.ipynb)  [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/joaopauloschuler/k-neural-api/blob/master/examples/jupyter/cai_densenet_bc_l40_with_cifar_10.ipynb)
+* [DenseNet BC L40 with CIFAR-10](https://github.com/joaopauloschuler/k-neural-api/blob/master/examples/jupyter/cai_densenet_bc_l40_with_cifar_10.ipynb)  [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/joaopauloschuler/k-neural-api/blob/master/examples/jupyter/cai_densenet_bc_l40_with_cifar_10.ipynb) . This example shows how to create a densenet model with `cai.densenet.simple_densenet` and easily train it with `cai.datasets.train_model_on_cifar10`.
+* [DenseNet BC L40 with CIFAR-100](https://github.com/joaopauloschuler/k-neural-api/blob/master/examples/jupyter/cai_densenet_bc_l40_with_cifar_100.ipynb)  [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/joaopauloschuler/k-neural-api/blob/master/examples/jupyter/cai_densenet_bc_l40_with_cifar_100.ipynb) . This example shows how to create a densenet model with `cai.densenet.simple_densenet` and easily train it with `cai.datasets.train_model_on_dataset`.
+