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Tensors and Dynamic neural networks in Python with strong GPU acceleration
Python tool for converting files and office documents to Markdown.
《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。
A high-throughput and memory-efficient inference and serving engine for LLMs
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
scikit-learn: machine learning in Python
Scrapy, a fast high-level web crawling & scraping framework for Python.
Rich is a Python library for rich text and beautiful formatting in the terminal.
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Making large AI models cheaper, faster and more accessible
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT！🌏 Train a 26M-parameter GPT from scratch in just 2h!
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Python packaging and dependency management made easy
DSPy: The framework for programming—not prompting—language models
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
Distributed Task Queue (development branch)
Graph Neural Network Library for PyTorch
Fast and memory-efficient exact attention
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
verl: Volcano Engine Reinforcement Learning for LLMs
Typer, build great CLIs. Easy to code. Based on Python type hints.
The interactive graphing library for Python ✨
Python composable command line interface toolkit
