Spiking neural networks in JAX with equinox.
An Open Source Machine Learning Framework for Everyone
? Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
List of Computer Science courses with video lectures.
Deep Learning for humans
??? 60+ Implementations/tutorials of deep learning papers with side-by-side notes ?; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ? reinforcement learning (ppo, dqn), capsnet, distillation, ... ?
Deepfakes Software For All
A curated list of software and architecture related design patterns.
Making large AI models cheaper, faster and more accessible
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
