Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

All Algorithms implemented in Python

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data.

A collection of design patterns/idioms in Python

🎨 Diagram as Code for prototyping cloud system architectures

TensorFlow code and pre-trained models for BERT

What the f*ck Python? 😱

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

💫 Industrial-strength Natural Language Processing (NLP) in Python

The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.

OpenMMLab Detection Toolbox and Benchmark

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Code and documentation to train Stanford's Alpaca models, and generate the data.

If you live in the terminal, kitty is made for you! Cross-platform, fast, feature-rich, GPU based.

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

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

State-of-the-art 2D and 3D Face Analysis Project

Data validation using Python type hints

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Image-to-Image Translation in PyTorch