Zer0112

Zer0112's Stars

• rasbt/LLMs-from-scratch

  Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

  Language:Jupyter Notebook34.2k4.2k

• Azure/PyRIT

  The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks in generative AI systems.

  Language:Python1.9k372

• ziglang/zig

  General-purpose programming language and toolchain for maintaining robust, optimal, and reusable software.

  Language:Zig35.2k2.6k

• pre-commit/pre-commit

  A framework for managing and maintaining multi-language pre-commit hooks.

  Language:Python13k816

• facebookresearch/xformers

  Hackable and optimized Transformers building blocks, supporting a composable construction.

  Language:Python8.7k622

• facebookincubator/AITemplate

  AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

  Language:Python4.6k372

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 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, ... 🧠

  Language:Python56.8k5.8k

• facebookresearch/torchdim

  Named tensors with first-class dimensions for PyTorch

  Language:Jupyter Notebook32212

• mosaicml/composer

  Supercharge Your Model Training

  Language:Python5.2k421

• nebuly-ai/nos

  Module to Automatically maximize the utilization of GPU resources in a Kubernetes cluster through real-time dynamic partitioning and elastic quotas - Effortless optimization at its finest!

  Language:Go63236

• hpcaitech/ColossalAI

  Making large AI models cheaper, faster and more accessible

  Language:Python38.9k4.3k

• pytorch/rl

  A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

  Language:Python2.4k317

• michaelnny/deep_rl_zoo

  A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.

  Language:Python10611

• jax-ml/jax

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

  Language:Python30.6k2.8k

• thomyphan/darts-coding

  DARTS Coding Sessions

  Language:Python1

• google-deepmind/optax

  Optax is a gradient processing and optimization library for JAX.

  Language:Python1.7k194

• jwasham/coding-interview-university

  A complete computer science study plan to become a software engineer.

  308k77.1k

• JuliaReinforcementLearning/ReinforcementLearning.jl

  A reinforcement learning package for Julia

  Language:Julia590112

• patrick-kidger/equinox

  Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

  Language:Python2.1k142

• HigherOrderCO/HVM

  A massively parallel, optimal functional runtime in Rust

  Language:Cuda10.5k404

• sympy/sympy

  A computer algebra system written in pure Python

  Language:Python13.1k4.5k

• einsteinpy/einsteinpy

  Repository for the EinsteinPy core package :rocket:

  Language:Python626222

• pytorch/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:Python84.7k22.8k

• tensorflow/tensorflow

  An Open Source Machine Learning Framework for Everyone

  Language:C++187k74.4k