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Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 275+ supported cars.
TensorFlow code and pre-trained models for BERT
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Investment Research for Everyone, Everywhere.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
Data Apps & Dashboards for Python. No JavaScript Required.
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
WebUI extension for ControlNet
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
End-to-End Object Detection with Transformers
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.