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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
metarank/metarank	2.5K	+0	+2	+12
TorchIO-project/torchio	2.5K	+1	+0	+6
hitsz-ids/synthetic-data-generator	2.4K	+0	+0	+2
google-deepmind/optax	2.4K	+0	+6	+17
Tanu-N-Prabhu/Python	2.3K	+1	+4	+17

Explore repositories

Showing 301–350 of 621 tracked repositories.

metarank/metarank

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

★ 2.5K+0 todayScala

machine-learning deep-learning

TorchIO-project/torchio

Medical imaging processing for AI applications.

★ 2.5K+1 todayPython

machine-learning deep-learning

hitsz-ids/synthetic-data-generator

SDG is a specialized framework designed to generate high-quality structured tabular data.

★ 2.4K+0 todayPython

llm machine-learning

google-deepmind/optax

Optax is a gradient processing and optimization library for JAX.

★ 2.4K+0 todayPython

machine-learning optimization

Tanu-N-Prabhu/Python

This repository helps you learn Python and Machine Learning from scratch.

★ 2.3K+1 todayJupyter Notebook

machine-learning python

neonwatty/machine-learning-refined

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

★ 2.3K+1 todayPython

machine-learning deep-learning

claimed-framework/claimed

The goal of CLAIMED is to enable low-code/no-code rapid prototyping style programming to seamlessly CI/CD into production.

★ 2.3K+0 todayJupyter Notebook

machine-learning data-science

fairlearn/fairlearn

A Python package to assess and improve fairness of machine learning models.

★ 2.3K+2 todayPython

ai machine-learning

emgucv/emgucv

Emgu CV is a cross platform .Net wrapper to the OpenCV image processing library.

★ 2.3K+0 todayC#

ai machine-learning

dstackai/dstack

A unified orchestration layer for heterogeneous AI compute. It standardizes how to manage compute and run training and inference on GPU clouds, Kubernetes, VMs, or bare-metal clusters.

★ 2.3K+1 todayPython

machine-learning agent-skills

ermig1979/Simd

C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, NEON, SVE for ARM, HVX for Hexagon

★ 2.3K+0 todayC++

machine-learning neural-network

aws/sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

★ 2.3K+0 todayPython

machine-learning pytorch

TuringLang/Turing.jl

Bayesian inference with probabilistic programming.

★ 2.3K+0 todayJulia

machine-learning artificial-intelligence

kubeflow/trainer

Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

★ 2.3K+2 todayGo

MinishLab/model2vec

Fast State-of-the-Art Static Embeddings

★ 2.3K+1 todayPython

ai machine-learning

ahmedfgad/GeneticAlgorithmPython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

★ 2.2K+0 todayPython

machine-learning deep-learning

RubixML/ML

A high-level machine learning and deep learning library for the PHP language.

★ 2.2K+0 todayPHP

machine-learning deep-learning

NX-AI/xlstm

Official repository of the xLSTM.

★ 2.2K+0 todayPython

llm machine-learning

tensorflow/quantum

An open-source Python framework for hybrid quantum-classical machine learning.

orico/www.mlcompendium.com

The AI Compendium, previously called the ML Compendium, curates resources and explanations of machine learning (ML) and deep learning, from a business problem through data, AI, engineering, and product.

★ 2.2K+0 todayUnknown

machine-learning deep-learning

fastmachinelearning/hls4ml

Machine learning on FPGAs using HLS

★ 2.2K+1 todayPython

machine-learning pytorch

tensorflow/tfx

TFX is an end-to-end platform for deploying production ML pipelines

★ 2.2K+0 todayPython

machine-learning tensorflow

fangwei123456/spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

★ 2.2K+1 todayPython

machine-learning deep-learning

Thinklab-SJTU/awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

★ 2.2K+0 todayPython

machine-learning paper-list

isair/jarvis

Private local AI assistant for your desktop. Voice and text chat, personal memory, dictation and MCP tools. Runs offline with Ollama or OpenAI-compatible servers on macOS, Windows and Linux.

★ 2.1K+1 todayPython

ai machine-learning

Comfy-Org/ComfyUI_frontend

Official front-end implementation of ComfyUI

★ 2.1K+2 todayTypeScript

machine-learning generative-ai

dotnet/spark

.NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers.

WenjieDu/PyPOTS

A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing values

★ 2.1K+0 todayPython

machine-learning deep-learning

jeshraghian/snntorch

Deep and online learning with spiking neural networks in Python

★ 2.1K+0 todayPython

machine-learning pytorch

ainfosec/FISSURE

The RF and reverse engineering framework for everyone. Follow and ★ to show your support!

★ 2.1K+0 todayPython

machine-learning tools

bytewax/bytewax

Python Stream Processing

★ 2.1K+4 todayPython

machine-learning data-science

pykeen/pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

★ 2.0K+0 todayPython

machine-learning deep-learning

Cloud-CV/EvalAI

:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI

★ 2.0K+0 todayPython

ai machine-learning

tensorflow/privacy

Library for training machine learning models with privacy for training data

★ 2.0K+0 todayPython

machine-learning privacy

youngfish42/Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

patterns-ai-core/langchainrb

Build LLM-powered applications in Ruby

★ 2.0K+0 todayRuby

machine-learning ai-agents

elyra-ai/elyra

Elyra extends JupyterLab with an AI centric approach.

JuliaAI/MLJ.jl

A Julia machine learning framework

★ 1.9K+0 todayJulia

machine-learning data-science

kyegomez/BitNet

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

★ 1.9K+0 todayPython

machine-learning artificial-intelligence

dynamicslab/pysindy

A package for the sparse identification of nonlinear dynamical systems from data

★ 1.9K+0 todayPython

machine-learning dynamical-systems

GPflow/GPflow

Gaussian processes in TensorFlow

★ 1.9K+0 todayPython

machine-learning deep-learning

wq2012/awesome-diarization

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

★ 1.9K+0 todayUnknown

machine-learning deep-learning

robertknight/ocrs

Rust library and CLI tool for OCR (extracting text from images)

★ 1.9K+0 todayRust

machine-learning computer-vision

stanfordmlgroup/ngboost

Natural Gradient Boosting for Probabilistic Prediction

★ 1.9K+1 todayJupyter Notebook

machine-learning python

dphnAI/sonar

Large-scale LLM inference engine

★ 1.9K+3 todayPython

machine-learning cuda

john-rocky/CoreML-Models

Core ML model zoo for iOS/macOS — PyTorch models converted to ready-to-use .mlpackage, each with a conversion script and SwiftUI sample app. Sibling repos cover Apple's Core AI framework (iOS/macOS 27) and on-device LLMs.

★ 1.9K+2 todaySwift

machine-learning deep-learning

johannfaouzi/pyts

A Python package for time series classification

★ 1.9K+0 todayPython

machine-learning time-series

microsoft/responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

magenta/magenta-realtime

Magenta RealTime 2: An Open-Weights Live Music Model

★ 1.8K+5 todayPython

machine-learning jax

avhz/RustQuant

Rust library for quantitative finance.

★ 1.8K+1 todayRust

machine-learning statistics