machine-learning GitHub repositories

machine-learning data-science

yzhao062/pyod

A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

bytewax/bytewax

Python Stream Processing

★ 2.1K+4 todayPython

datawhalechina/leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

★ 16.8K+4 todayJupyter Notebook

ggml-org/ggml

Tensor library for machine learning

★ 15.5K+3 todayC++

machine-learning

alvinreal/awesome-opensource-ai

Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated.

★ 4.9K+3 todayPython

llm ai

machine-learning distributed-systems

dmlc/xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

★ 28.9K+3 todayC++

isl-org/Open3D

Open3D: A Modern Library for 3D Data Processing

apache/tvm

Open Machine Learning Compiler Framework

★ 13.9K+3 todayPython

volcano-sh/volcano

A Cloud Native Batch System (Project under CNCF)

★ 6.0K+3 todayGo

flwrlabs/flower

Flower: A Friendly Federated AI Framework

★ 7.2K+3 todayPython

dphnAI/sonar

Large-scale LLM inference engine

★ 1.9K+3 todayPython

machine-learning cuda

drivendataorg/cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

★ 10.1K+3 todayPython

machine-learning statistics

mne-tools/mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

★ 3.6K+3 todayPython

machine-learning deepseek

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

★ 2.6K+3 todayPython

rzru/nightingale

Machine learning powered Karaoke app (with scores!)

★ 1.5K+3 todayTypeScript

machine-learning recommender-system

gorse-io/gorse

AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding

★ 9.9K+3 todayGo

machine-learning time-series

Nixtla/statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

Nixtla/mlforecast

Scalable machine 🤖 learning for time series forecasting.

★ 1.3K+3 todayPython

NVIDIA/cuvs

cuVS - a library for vector search and clustering on the GPU

★ 877+3 todayCuda

llm machine-learning

PaddlePaddle/Paddle

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、分布式训练和跨平台部署）

★ 24.1K+3 todayC++

machine-learning python

machine-learning quantum-computing

QuantumBFS/Yao.jl

Extensible, Efficient Quantum Algorithm Design for Humans.

★ 1.0K+3 todayJulia

machine-learning causal-inference

cdt15/lingam

Python package for causal discovery based on LiNGAM.

★ 509+3 todayPython

patchy631/ai-engineering-hub

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

★ 38.5K+2 todayJupyter Notebook

edtechre/pybroker

Algorithmic Trading in Python with Machine Learning

★ 3.7K+2 todayPython

machine-learning inference

mizorewww/laya-mlx

Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.

★ 7.0K+2 todayPython

DataTalksClub/mlops-zoomcamp

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

★ 15.5K+2 todayJupyter Notebook

machine-learning mlops

alirezadir/AIMLInterviews

A Comprehensive Guide for Generative AI, Agentic AI, Multimodal AI, Physical AI Interviews. Proven Formula for multiple FAANG offers and more

★ 9.9K+2 todayJupyter Notebook

DLR-RM/stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

★ 13.9K+2 todayPython

machine-learning openai

kserve/kserve

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

explosion/spaCy

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

★ 34.0K+2 todayPython

mcmonkeyprojects/SwarmUI

SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility.

★ 4.7K+2 todayC#

aurelio-labs/semantic-router

Superfast AI decision making and intelligent processing of multi-modal data.

★ 4.0K+2 todayPython

dair-ai/AI-Papers-of-the-Week

🔥Highlighting the top ML papers every week.

★ 13.3K+2 todayUnknown

triton-inference-server/server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

★ 11.1K+2 todayPython

kubeflow/kubeflow

The Cloud Native AI Platform

★ 15.9K+2 todayUnknown

machine-learning generative-ai

Comfy-Org/ComfyUI_frontend

Official front-end implementation of ComfyUI

★ 2.1K+2 todayTypeScript

pykeio/ort

Fast ML inference & training for ONNX models in Rust

★ 2.6K+2 todayRust

spotify/pedalboard

🎛 🔊 A Python library for audio.

★ 6.4K+2 todayC++

machine-learning python

onnx/onnx

Open standard for machine learning interoperability

★ 21.6K+2 todayPython

nltk/nltk

NLTK Source

★ 14.8K+2 todayPython

machine-learning nlp

shap/shap

A game theoretic approach to explain the output of any machine learning model.

★ 25.8K+2 todayJupyter Notebook

kuberay-project/kuberay

A toolkit to run Ray applications on Kubernetes

★ 2.8K+2 todayGo

Netflix/metaflow

Build, Manage and Deploy AI/ML Systems

hanlulong/awesome-ai-for-economists

A curated list of AI tools, agent skills, libraries, and resources for economics research, teaching, and policy analysis. Maintained by the OpenEcon team.

★ 689+2 todayUnknown

llm ai

machine-learning data-science

feast-dev/feast

The Open Source Feature Store for AI/ML

★ 7.3K+2 todayPython

lakehq/sail

Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.

iree-org/iree

A retargetable MLIR-based machine learning compiler and runtime toolkit.

★ 4.0K+2 todayC++

machine-learning pytorch

machine-learning ai-agents

truera/trulens

Evaluation and Tracking for LLM Experiments and AI Agents

★ 3.6K+2 todayPython

xorbitsai/inference

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

★ 9.6K+2 todayPython

llm machine-learning