机器学习 · GitHub

以 C++ 实现的数学、机器学习、计算机科学和物理学领域的各类算法集合，旨在用于教育。

• The repository provides implementations of various algorithms in one of the most fundamental general purpose languages - C++.
• Well documented source code with detailed explanations provide a valuable resource for educators and students alike.

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

cubestudio开源云原生一站式机器学习/深度学习/大模型AI平台/MaaS/mlops/人工智能平台/训推平台，算法全链路流程，多租户，算力租赁平台，token中转，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务，VGPU虚拟化，云边端协同，边缘计算，自动化标注平台，deepseek等大模型sft微调/奖励模型/强化学习训练，vllm/ollama/mindie大模型多机推理，私有知识库llmops智能体，AI模型市场，支持国产异构算力调度,昇腾/寒武纪/海光/摩尔/沐曦等，支持ib/roce/RDMA，信创支持

Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort

可扩展、可移植的分布式梯度提升（GBDT、GBRT 或 GBM）库，支持 Python、R、Java、Scala、C 等语言。可运行于单机以及 Hadoop、Spark、Dask、Flink 和 DataFlow。

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

精选的优秀开源库列表，用于部署、监控、版本管理和扩展机器学习（Fair-code）。

(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.

FAIR Chemistry's library of machine learning methods for chemistry

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

🤗 面向 AI 模型的最大现成数据集中心，提供快速、易用且高效的数据操作工具。

• 📦 One-line dataset loading - Load AI-ready datasets from the Hugging Face Hub or local files with load_dataset()
• 🔍 Multiple formats - Native support for CSV, JSON, JSONL, Parquet, Arrow, XML, Text, Webdataset, and more

神经网络、深度学习与机器学习模型的可视化工具

Raising the Cost of Malicious AI-Powered Image Editing

Learn PyTorch for Deep Learning: Zero to Mastery 课程的学习资料。

OpenMMLab 检测工具箱与基准测试