machine-learning

FFCV: Fast Forward Computer Vision (and other ML workloads!)

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

C++ DataFrame for statistical, financial, and ML analysis in modern C++

AI system design guide for engineers building production AI systems and evals.

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

MITIE: library and tools for information extraction

AI based multi-label girl image classification system, implemented by using TensorFlow.

Data manipulation and transformation for audio signal processing, powered by PyTorch

A Hyperparameter Tuning Library for Keras

A fully open-source humanoid arm for physical AI research and deployment in contact-rich environments.

A general fine-tuning kit geared toward image/video/audio diffusion models.

A comprehensive quantitative trading system with AI-powered analysis, real-time data processing, and advanced risk management

Audio Plugin for Audio to MIDI transcription using deep learning.

Python hands on tutorial with 50+ Python Application (10 lines of code) By @xiaowuc2

Deep learning driven jazz generation using Keras & Theano!

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目

Interactive Tools for Machine Learning, Deep Learning and Math

Implementation of papers in 100 lines of code.

MuZero

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

POT : Python Optimal Transport

Simple and comprehensive tutorials in TensorFlow

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

A Pythonic framework to simplify AI service building

A library for debugging/inspecting machine learning classifiers and explaining their predictions

Collection of resources spanning key areas of Computer Science