GitHub - akash5100/ai-notebooks: Some ipython notebooks implementing AI algorithms

ai-notebooks

A bunch of simple ML algorithms implemented in Python 3 and PyTorch.

Name		Name	Last commit message	Last commit date
Latest commit History 53 Commits
bigram		bigram
bpe_tokenizer		bpe_tokenizer
scripts		scripts
.gitignore		.gitignore
BERT_from_scratch.ipynb		BERT_from_scratch.ipynb
README.md		README.md
attention_visualization.ipynb		attention_visualization.ipynb
imagenette_resnet18.ipynb		imagenette_resnet18.ipynb
mnist_from_scratch.ipynb		mnist_from_scratch.ipynb
mnist_generalization.ipynb		mnist_generalization.ipynb
mnist_sparse_autoencoder.ipynb		mnist_sparse_autoencoder.ipynb
notes.md		notes.md
transformer_pytorch.ipynb		transformer_pytorch.ipynb
transformers_gpt_architectures.ipynb		transformers_gpt_architectures.ipynb