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machine-learning GitHub repositories

Explore 621 tracked GitHub repositories tagged machine-learning. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 3,160 stars since the previous daily snapshot.

Tracked repositories: 621
Total stars: 5,136,863
Stars gained · 7 days: +21,503
Stars gained · 30 days: +76,523

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Star activity for machine-learning repositories on this page
Repository	Total stars	Today	7 days	30 days
WeThinkIn/AIGC-Interview-Book	5.1K	+8	+56	+250
sktime/pytorch-forecasting	5.0K	+0	+1	+6
Nixtla/statsforecast	5.0K	+3	+9	+35
alvinreal/awesome-opensource-ai	4.9K	+3	+29	+149
dusty-nv/jetson-containers	4.9K	+1	+3	+44

Explore repositories

Showing 201–250 of 621 tracked repositories.

WeThinkIn/AIGC-Interview-Book

【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试资源平台。涵盖AIGC、LLM大模型、AI Agent、具身智能、传统深度学习、计算机视觉、自然语言处理、自动驾驶、机器学习、强化学习、大数据挖掘、世界模型、元宇宙、AGI等AI行业面试笔试干货经验与核心跨周期知识。

★ 5.1K+8 todayPython

machine-learning deep-learning

sktime/pytorch-forecasting

Time series forecasting with PyTorch

★ 5.0K+0 todayPython

ai machine-learning

Nixtla/statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

alvinreal/awesome-opensource-ai

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

★ 4.9K+3 todayPython

dusty-nv/jetson-containers

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

★ 4.9K+1 todayJupyter Notebook

machine-learning pytorch

openmlsys/openmlsys

《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）

★ 4.9K+1 todayTeX

machine-learning software-architecture

deepjavalibrary/djl

An Engine-Agnostic Deep Learning Framework in Java

★ 4.9K+0 todayJava

ai machine-learning

py-why/EconML

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

★ 4.8K+0 todayJupyter Notebook

machine-learning causal-inference

pytorch/ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

★ 4.8K+0 todayPython

machine-learning deep-learning

FluxML/Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

★ 4.8K+0 todayJulia

machine-learning deep-learning

google-deepmind/dm_control

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

★ 4.7K+1 todayPython

machine-learning deep-learning

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#

ai machine-learning

r0f1/datascience

Curated list of Python resources for data science.

★ 4.7K+0 todayUnknown

machine-learning python

makcedward/nlpaug

Data augmentation for NLP

★ 4.7K+0 todayJupyter Notebook

ai machine-learning

huggingface/autotrain-advanced

🤗 AutoTrain Advanced

★ 4.6K+0 todayPython

machine-learning deep-learning

tensorflow/datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

★ 4.6K+0 todayPython

machine-learning tensorflow

tensorflow/probability

Probabilistic reasoning and statistical analysis in TensorFlow

★ 4.4K+0 todayJupyter Notebook

machine-learning deep-learning

microsoft/FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

SwanHubX/SwanLab

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

★ 4.3K+0 todayPython

llm machine-learning

ourownstory/neural_prophet

NeuralProphet: A simple forecasting package

Nixtla/neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

kubeflow/pipelines

Machine Learning Pipelines for Kubeflow

★ 4.3K+0 todayPython

machine-learning data-science

SylphAI-Inc/AdalFlow

AdalFlow: The library to build & auto-optimize LLM applications.

astroautomata/PySR

Symbolic Learning in Python and Julia

★ 4.2K+12 todayPython

machine-learning data-science

bragai/bRAG-langchain

Everything you need to know to build your own RAG application

★ 4.2K+0 todayJupyter Notebook

opengeos/segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

★ 4.2K+0 todayPython

machine-learning deep-learning

raiyanyahya/how-to-train-your-gpt

Build a modern LLM from scratch. Every line commented. Explained like we are five.

★ 4.1K+6 todayJupyter Notebook

llm machine-learning

TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

Synapsa Commons: free, hands-on AI courses that run anywhere (Colab, Kaggle, Binder, Codespaces, Jupyter). EU AI Act conformity evidence, model validation, predictive maintenance, document extraction, retrieval and RAG, AI agents and MCP, a simulated humanoid. Every lesson autograded. From the team building Synapsa.

huggingface/huggingface_hub

The official CLI and Python client for the Hugging Face Hub.

★ 4.0K+6 todayPython

machine-learning deep-learning

iree-org/iree

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

★ 4.0K+2 todayC++

machine-learning pytorch

aurelio-labs/semantic-router

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

★ 4.0K+2 todayPython

ai machine-learning

ombharatiya/ai-system-design-guide

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

Netflix/maestro

Maestro: Netflix’s Workflow Orchestrator

google/deepvariant

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

★ 3.8K+2 todayPython

machine-learning deep-learning

lightly-ai/lightly

A python library for self-supervised learning and latent world models on images.

★ 3.8K+0 todayPython

machine-learning deep-learning

hemansnation/AI-Engineer-Headquarters

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

★ 3.8K+1 todayJupyter Notebook

polyaxon/polyaxon

AI Infra / AI Orchestration / AI Control Plane

PAIR-code/lit

The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

★ 3.7K+0 todayTypeScript

machine-learning natural-language-processing

edtechre/pybroker

Algorithmic Trading in Python with Machine Learning

★ 3.7K+2 todayPython

ai machine-learning

enactic/openarm

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

★ 3.6K+5 todayMDX

machine-learning python

rio-labs/rio

WebApps in pure Python. No JavaScript, HTML and CSS needed

★ 3.6K+0 todayPython

machine-learning developer-tools

truera/trulens

Evaluation and Tracking for LLM Experiments and AI Agents

★ 3.6K+2 todayPython

machine-learning ai-agents

pytorch/rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

★ 3.6K+0 todayPython

ai machine-learning

NVIDIA/TransformerEngine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.

★ 3.6K+4 todayPython

machine-learning deep-learning

girafe-ai/ml-course

Open Machine Learning course

★ 3.6K+1 todayJupyter Notebook

machine-learning python

ben1234560/AiLearning-Theory-Applying

快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。

★ 3.6K+0 todayJupyter Notebook

ai machine-learning

sdv-dev/SDV

Synthetic data generation for tabular data

★ 3.6K+2 todayPython

machine-learning deep-learning

mne-tools/mne-python

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

★ 3.6K+3 todayPython

machine-learning statistics

fnnx-ai/scikit-llm

Seamlessly integrate LLMs into scikit-learn.

★ 3.5K+0 todayPython

llm machine-learning

PennyLaneAI/pennylane

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

★ 3.5K+0 todayPython

machine-learning deep-learning