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JAX-Flax-Tutorial-Image-Classification-with-Linen
JAX-Flax-Tutorial-Image-Classification-with-Linen Public archiveHow to use the Flax Linen API to build a convolutional neural network model and train it for image classification (using TensorFlow Datasets).
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NumPy-org-Tutorial-Policy-Gradients-Deep-RL-with-Pong-from-Scratch
NumPy-org-Tutorial-Policy-Gradients-Deep-RL-with-Pong-from-Scratch PublicFor NumPy.org: How to implement a policy gradients deep reinforcement learning agent from scratch and train it to play Pong using screen pixels. Without an autodiff library.
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NumPy-org-Tutorial-Deep-Learning-from-Scratch
NumPy-org-Tutorial-Deep-Learning-from-Scratch PublicFor NumPy.org: How to build a feedforward neural network from scratch and train it with NumPy. Without an autodiff library.
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TensorFlow.org-Transformer-for-machine-translation
TensorFlow.org-Transformer-for-machine-translation Public archiveTutorial: Neural machine translation with a Transformer and Keras - for TensorFlow.org documentation
Jupyter Notebook 3
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google-flax-dropout-guide
google-flax-dropout-guide Public archivegoogle/flax: How to apply `flax.linen.Dropout` (a guide for flax.readthedocs.io).
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learning-meta-learning
learning-meta-learning PublicLearning meta-learning in machine learning or learning learning how to learn. How to use ML to design ML methods. Papers, videos, more papers.
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