ai-notebooks

A bunch of simple ML algorithms implemented in Python 3, TensorFlow 2, PyTorch, and Keras.

Designed for viewing in GitHub.

If you'd like to request a notebook experiment, file an issue and maybe I'll do it tomorrow.

Name		Name	Last commit message	Last commit date
Latest commit History 67 Commits
muzero		muzero
.gitignore		.gitignore
README.md		README.md
cfr_kuhn_poker.ipynb		cfr_kuhn_poker.ipynb
cifar10_distillation.ipynb		cifar10_distillation.ipynb
flow_moons.ipynb		flow_moons.ipynb
jax_matmul.ipynb		jax_matmul.ipynb
mnist_compression_mdl.ipynb		mnist_compression_mdl.ipynb
mnist_from_scratch.ipynb		mnist_from_scratch.ipynb
mnist_gan.ipynb		mnist_gan.ipynb
mnist_generalization.ipynb		mnist_generalization.ipynb
mnist_revnet.ipynb		mnist_revnet.ipynb
mnist_self_compression.ipynb		mnist_self_compression.ipynb
mnist_vae.ipynb		mnist_vae.ipynb
mnist_vqvae_tinygrad.ipynb		mnist_vqvae_tinygrad.ipynb
montecarlo_ftd.ipynb		montecarlo_ftd.ipynb
muzero_cartpole_v3.ipynb		muzero_cartpole_v3.ipynb
muzero_tictactoe.ipynb		muzero_tictactoe.ipynb
rl_ppo_lunarlander.ipynb		rl_ppo_lunarlander.ipynb
rl_sac_tinygrad.ipynb		rl_sac_tinygrad.ipynb
rl_td3_pendulum.ipynb		rl_td3_pendulum.ipynb
rl_vpg_cartpole.ipynb		rl_vpg_cartpole.ipynb
rnn_shakespeare_tinygrad.ipynb		rnn_shakespeare_tinygrad.ipynb
transformer_addition.ipynb		transformer_addition.ipynb
transformers_pytorch.ipynb		transformers_pytorch.ipynb

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