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
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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