machine-learning
Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.
Repositories (1414)
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
Roadmap to becoming an Artificial Intelligence Expert in 2022
Real-time face swap for PC streaming or video calls
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://c...
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matpl...
:memo: An awesome Data Science repository to learn and apply for real world problems.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
A complete daily plan for studying to become a machine learning engineer.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT...
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, H...
The fastai deep learning library
A curated list of awesome Deep Learning tutorials, projects and communities.
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
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DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 t...
The most cited deep learning papers
The Modular Platform (includes MAX & Mojo)
南瓜书：《机器学习》（西瓜书）公式详解
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize p...
A game theoretic approach to explain the output of any machine learning model.
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflow...
The fastai book, published as Jupyter Notebooks
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和...
Machine Learning Systems
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Python scraper based on AI
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP...
Learn OpenCV : C++ and Python Examples
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
CVPR 2026 论文和开源项目合集
Production-grade Rust-native trading engine with deterministic event-driven architecture
100-Days-Of-ML-Code中文版
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.
☁️ Build multimodal AI applications with cloud-native stack
Best Practices on Recommendation Systems
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运...
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and...
⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。
Open standard for machine learning interoperability
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as...
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
✔（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.