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Tensors and Dynamic neural networks in Python with strong GPU acceleration
🏡 Open source home automation that puts local control and privacy first.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Fully open reproduction of DeepSeek-R1
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
Avatars for Zoom, Skype and other video-conferencing apps.
Practical Python Programming (course by @dabeaz)
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
Fast and Accurate ML in 3 Lines of Code
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
Beta release of Archon OS - the knowledge and task management backbone for AI coding assistants.
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
