Repository Index

Deep Learning for humans

• deep-learning
• tensorflow
• neural-networks
• machine-learning

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

• jax

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• deep-learning
• machine-learning
• book
• notebook

A theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available research literature.

• ai
• attention
• claude
• claude-ai

Convert Machine Learning Code Between Frameworks

• python
• tensorflow
• pytorch
• numpy

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

• machine-learning
• experiment-track
• deep-learning
• keras

Efficiently computes derivatives of NumPy code.

• autograd
• automatic-differentiation
• numpy
• python

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

• quantum
• machine-learning
• deep-learning
• neural-network

Optax is a gradient processing and optimization library for JAX.

• machine-learning
• optimization

Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac Lab, MuJoCo Playground and other environments

• reinforcement-learning
• python
• deep-learning
• gym

Pretrained model hub for Keras 3.

• deep-learning
• keras
• machine-learning
• nlp