ZY (Jerry)'s repositories
coding-the-matrix
Coding the Matrix - Linear Algebra through Computer Science Applications by Philip N. Klein
annotated-transformer
An annotated^2 implementation of the Transformer paper.
deep-learning
Notes on the book Deep Learning by Ian Goodfellow and Yoshua Bengio and Aaron Courville
docker
Towards containerisation
docker-containers
A myriad of docker container blueprints (Dockerfiles) for a variety of purposes
fastai.fastbook
The fastai book, published as Jupyter Notebooks
fighting-the-good-fight
A contrarian's effort to make the world a better place.
graphie-tokengt
[NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch
leetcode-py3
Leet Code problems implemented in Python 3
mathsrocks.github.io
Jerry's blog - a stoic in the making
ml-ai-ds-envs
Environments for Machine Learning, AI and Data Science work
python-learning-lpodliw
Python Learning - Learn Python in One Day and Learn It Well
python-learning-lpthw
Python Learning - Learn Python The Hard Way
pa-ak_minGPT
Playfully annotated Andrej Karpathy's minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
pa-ak_nn-zero-to-hero
Playfully annotated Andrej Karpathy's Neural Networks: Zero to Hero
pa-pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
pa-tg-GraphGPS
Recipe for a General, Powerful, Scalable Graph Transformer
stanford
A collection of annotated course material while self-studying Stanford online open courses.
transformers-in-depth
A collection of resources to study Transformers in depth.
transformers-recipe
š§ A study guide to learn about Transformers
udld-udlbook
Understanding Deep Learning - Simon J.D. Prince