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.

GitHub: https://github.com/topics/machine-learning
Wikipedia: https://en.wikipedia.org/wiki/Machine_learning
Aliases: machine-learning-algorithms, machine-learning-library, machine-learning-application, machine-learning-models, machinelearning, ml,
Last updated: 2026-06-22 00:18:13 UTC
JSON Representation

https://github.com/NVIDIA/torch-harmonics

Differentiable signal processing on the sphere for PyTorch

machine-learning pytorch signal-processing sphere

Last synced: 11 Aug 2025

https://github.com/DeepSystems/supervisely-tutorials

🌈 Tutorials for Supervise.ly

deep-learning machine-learning tutorials

Last synced: 19 Jul 2025

https://github.com/c0dearm/mushin

Computational graphs with reverse automatic differentation in the GPU

auto-differentiation deep-learning machine-learning rust

Last synced: 27 Apr 2025

https://github.com/mdrokz/rust-llama.cpp

LLama.cpp rust bindings

api-bindings cpp crates-io ffi llama llama-cpp machine-learning model rust

Last synced: 16 May 2025

https://github.com/operatorai/modelstore

🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.

data-science keras machine-learning mlops modelstore python-library pytorch s3-storage scikit-learn tensorflow transformer

Last synced: 14 May 2025

https://github.com/instillai/Generative-Adversarial-Networks-Roadmap

The Roadmap to Learn Generative Adversarial Networks (GANs)

deep-learning generative-adversarial-network machine-learning

Last synced: 01 May 2025

https://github.com/kyegomez/MultiModalMamba

A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.

ai artificial-intelligence attention-mechanism machine-learning mamba ml pytorch ssm torch transformer-architecture transformers zeta

Last synced: 27 Mar 2025

https://github.com/greppo-io/greppo

Build & deploy geospatial applications quick and easy.

data-analysis data-visualization developer-tools framework geospatial machine-learning python webapp

Last synced: 06 Apr 2026

https://github.com/kyegomez/multimodalmamba

A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.

ai artificial-intelligence attention-mechanism machine-learning mamba ml pytorch ssm torch transformer-architecture transformers zeta

Last synced: 04 Apr 2025

https://github.com/neptune-ai/open-solution-mapping-challenge

Open solution to the Mapping Challenge :earth_americas:

competition crowdai data-science data-science-learning deep-learning kaggle lightgbm machine-learning machine-learning-lab mapping-challenge neptune pipeline pipeline-framework python satellite-imagery unet unet-image-segmentation unet-pytorch

Last synced: 05 Apr 2025

https://github.com/auto-differentiation/xad

Powerful automatic differentiation in C++ and Python

automatic-differentiation biotechnology computer-graphics derivatives machine-learning meteorology numerical-analysis optimisation quant-finance risk-management robotics scientific-computing

Last synced: 06 Feb 2026

https://github.com/sb-ai-lab/replay

A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models

algorithms collaborative-filtering deep-learning distributed-computing evaluation machine-learning matrix-factorization pyspark pytorch recommendation-algorithms recommender-system recsys transformers

Last synced: 05 Feb 2026

https://github.com/princeton-vl/CoqGym

A Learning Environment for Theorem Proving with the Coq proof assistant

icml-2019 machine-learning theorem-proving

Last synced: 09 Jul 2025

https://github.com/ReshotAI/gaussian-painters

Gaussian Painters using 3D Gaussian Splatting

3d ai art gaussian-splatting machine-learning nerf painting python pytorch

Last synced: 03 Apr 2025

https://github.com/cyclonedx/specification

OWASP CycloneDX is a full-stack Bill of Materials (BOM) standard that provides advanced supply chain capabilities for cyber risk reduction. SBOM, SaaSBOM, HBOM, AI/ML-BOM, CBOM, OBOM, MBOM, VDR, and VEX

bill-of-materials bom cbom cpe cyclonedx license machine-learning mbom owasp saasbom sbom software software-bill-of-materials spdx specification standard supply-chain swid tc54 vex

Last synced: 10 Feb 2026

https://github.com/j-w-yun/optimizer-visualization

Visualize Tensorflow's optimizers.

adamoptimizer gradientdescentoptimizer learning-rate machine-learning optimization-algorithms optimizer-visualization tensorflow

Last synced: 09 Apr 2025

https://github.com/GeorgeCazenavette/mtt-distillation

Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"

artificial-intelligence computer-vision machine-learning synthetic-data

Last synced: 08 May 2025

https://github.com/guitarml/guitarlstm

Deep learning models for guitar amp/pedal emulation using LSTM with Keras.

deep-learning guitar keras-tensorflow machine-learning

Last synced: 06 Apr 2025

https://github.com/sony/model_optimization

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

deep-learning deep-neural-networks edge-ai machine-learning network-compression network-quantization neural-network optimizer ptq pytorch qat quantization tensorflow

Last synced: 14 May 2025

https://github.com/khive-ai/lionagi

AGI SDK

agents ai automation data llm machine-learning workflow

Last synced: 03 May 2026

https://github.com/rgf-team/rgf

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.

decision-forest decision-trees ensemble-model kaggle machine-learning ml regularized-greedy-forest rgf

Last synced: 21 Oct 2025

https://github.com/opendilab/cleans2s

High-quality and streaming Speech-to-Speech interactive agent in a single file. 只用一个文件实现的流式全双工语音交互原型智能体！

ai gpt-4o machine-learning python speech-recognition speech-synthesis speech-to-speech streaming

Last synced: 16 May 2025

https://ckaestne.github.io/seai/

CMU Lecture: Machine Learning In Production / AI Engineering / Software Engineering for AI-Enabled Systems (SE4AI)

carnegie-mellon-university course-materials education machine-learning software-engineering

Last synced: 02 Apr 2025

https://github.com/JuliaMath/MeasureTheory.jl

"Distributions" that might not add to one.

bayesian-inference julia machine-learning probabilistic-programming probability statistics

Last synced: 29 Mar 2025

https://github.com/niutrans/niutensor

NiuTensor is an open-source toolkit developed by a joint team from NLP Lab. at Northeastern University and the NiuTrans Team. It provides tensor utilities to create and train neural networks.

artificial-neural-networks deep-learning machine-learning tensor

Last synced: 08 Oct 2025

https://github.com/liyangbit/PyDataLab

open source for wechat-official-account (ID: PyDataLab)

data-analysis data-mining data-science data-visualization machine-learning python wechat-official-account

Last synced: 25 Jul 2025

https://github.com/SitinCloud/Owlyshield

Owlyshield is an EDR framework designed to safeguard vulnerable applications from potential exploitation (C&C, exfiltration and impact).

antivirus behavior-analysis command-and-control cybersecurity edr exfiltration impact machine-learning malware malware-analysis malware-research ransomware threat-hunting

Last synced: 16 Jul 2025

https://github.com/morvanzhou/train-robot-arm-from-scratch

Build environment and train a robot arm from scratch (Reinforcement Learning)

ddpg machine-learning python reinforcement-learning reinforcement-learning-excercises robot-arm tensorflow tutorial

Last synced: 09 Oct 2025

https://github.com/GuitarML/GuitarLSTM

Deep learning models for guitar amp/pedal emulation using LSTM with Keras.

deep-learning guitar keras-tensorflow machine-learning

Last synced: 29 Mar 2025

https://github.com/joelhooks/swarm-tools

🐝 Multi-agent swarm coordination for OpenCode with learning capabilities, agent issue tracking, and management

ai-agents machine-learning multi-agent opencode swarm

Last synced: 05 Feb 2026

https://github.com/gordicaleksa/pytorch-gans

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

conditional-gan dc-gan deep-learning deep-learning-tutorial gan-tutorial gans generative-adversarial-nets generative-adversarial-networks machine-learning python pytorch vanilla-gan

Last synced: 07 Apr 2025

https://github.com/openml/automlbenchmark

OpenML AutoML Benchmarking Framework

automl benchmark machine-learning

Last synced: 27 Mar 2025

https://github.com/SciSharp/SiaNet

An easy to use C# deep learning library with CUDA/OpenCL support

artificial-intelligence cognitive-services deep-learning deep-neural-network image-classification image-processing machine-learning neural-network object-detection

Last synced: 16 Mar 2025

https://github.com/llm-edge/hal-9100

Edge full-stack LLM platform. Written in Rust

ai deep-learning edge large-language-models llm machine-learning

Last synced: 18 Jul 2025

https://github.com/alejandro-isaza/braincore

The iOS and OS X neural network framework

ios machine-learning metal swift

Last synced: 07 Apr 2025

https://github.com/andrewnetwork/workshopscipy

A workshop for scientific computing in Python. ( December 2017 )

jupyter-notebook machine-learning numpy scipy tensorflow

Last synced: 08 Oct 2025

https://github.com/jim-schwoebel/voicebook

🗣️ A book and repo to get you started programming voice computing applications in Python (10 chapters and 200+ scripts).

data data-cleaning encryption-decryption featurization generation machine-learning python3 security server transcription visualization voice voice-activity-detection voice-assistant voice-computing voice-control voice-recognition voice-recording wake-word-detection

Last synced: 06 Apr 2025

https://github.com/TissueImageAnalytics/tiatoolbox

Computational Pathology Toolbox developed by TIA Centre, University of Warwick.

cell-classification cell-segmentation computational-pathology deep-learning digital-pathology histopathology image-analysis machine-learning medical-image-analysis python stain-normalization tissue-analysis tissue-segmentation whole-slide-imaging

Last synced: 06 May 2025

https://github.com/msamogh/nonechucks

Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!

data-cleaning data-pipeline data-preprocessing data-processing machine-learning preprocessing pytorch torch

Last synced: 14 Jan 2026

https://github.com/krasserm/face-recognition

Deep face recognition with Keras, Dlib and OpenCV

deep-learning face-recognition keras machine-learning

Last synced: 05 Apr 2025

https://github.com/ozlerhakan/datacamp

🍧 DataCamp data-science and machine learning courses

data-analysis data-science datacamp datacamp-course deep-learning machine-learning python statistics visualization

Last synced: 05 Apr 2025

https://github.com/RGF-team/rgf

decision-forest decision-trees ensemble-model kaggle machine-learning ml regularized-greedy-forest rgf

Last synced: 26 Mar 2025

https://github.com/ezelikman/parsel

Code for Parsel 🐍 - generate complex programs with language models

ai lean machine-learning ml program-synthesis python robotics

Last synced: 04 Apr 2025

https://github.com/microsoft/personalizedfl

Personalized federated learning codebase for research

deep-learning federated-learning machine-learning non-iid personalized-federated-learning

Last synced: 05 Apr 2025

https://github.com/justinsalamon/scaper

A library for soundscape synthesis and augmentation

audio audio-processing data-augmentation machine-learning machine-listening soundscape soundscape-synthesis sox synthesis

Last synced: 04 Apr 2025

https://github.com/aunum/goro

A High-level Machine Learning Library for Go

data-science go golang machine-learning machinelearning

Last synced: 04 Apr 2026

https://github.com/maxim5/time-series-machine-learning

Machine learning models for time series analysis

bitcoin blockchain cryptocurrency deep-learning ethereum financial-engineering machine-learning neural-network poloniex-api poloniex-trade-bot python quantitative-finance recurrent-neural-networks statistics tensorflow time-series time-series-prediction xgboost

Last synced: 06 Apr 2025

https://github.com/xiangyue-zhang/auto-deep-researcher-24x7

🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.

ai-agent autonomous-agent claude-code deep-learning experiment-automation gpu hyperparameter-tuning llm-agent machine-learning mlops pytorch research-automation

Last synced: 14 Apr 2026

https://github.com/zuoxingdong/lagom

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

artificial-intelligence cem cmaes ddpg deep-deterministic-policy-gradient deep-learning deep-reinforcement-learning evolution-strategies machine-learning mujoco policy-gradient ppo proximal-policy-optimization python pytorch reinforcement-learning research sac soft-actor-critic td3

Last synced: 02 Aug 2025

https://github.com/deep-diver/machine-learning-yearning-korean-translation

Korean translation of machine learning yearning book by Andrew Ng.

andrew-ng book deep-learning deeplearning-ai machine-learning translation

Last synced: 24 Feb 2026

https://github.com/adamlui/ai-web-extensions

🤖 AI browser extensions & userscripts to enhance your web experience

ai amazon artificialintelligence brave chat chatbot chatgpt chrome-extensions duckduckgo firefox-addons google gpt-4 greasemonkey javascript machine-learning ml nlp openai userscripts web-extensions

Last synced: 08 Apr 2025

https://github.com/adamlui/ai-apps

🤖 AI browser extensions & userscripts to enhance your web experience

ai amazon artificialintelligence brave chat chatbot chatgpt chrome-extensions duckduckgo firefox-addons google gpt-4 greasemonkey javascript machine-learning ml nlp openai userscripts web-extensions

Last synced: 09 Mar 2025

https://github.com/adicherlavenkatasai/ml-workspace

Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available

cheat-sheets convolutional-networks data-science deep-learning deep-neural-networks gans harvard-edx interview-questions machine-learning python

Last synced: 11 Apr 2025

https://github.com/aleju/cat-generator

Generate cat images with neural networks

cat cats dcgan deep-learning gan machine-learning torch

Last synced: 22 Jul 2025

https://github.com/ahangchen/windy-afternoon

Gitbook based Blog, Android, Linux, Deep Learning, Computer Vision

android linux machine-learning ubuntu

Last synced: 24 Oct 2025

https://github.com/wiseodd/mcmc

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

bayesian-inference machine-learning markov-chain-monte-carlo mcmc sampling-methods

Last synced: 07 Apr 2025

https://github.com/emadeldeen24/TS-TCC

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

contextual contrastive-learning deep-learning eeg epilepsy epileptic-seizures fault-diagnosis human-activity-recognition machine-learning representation-learning sleep-stage-classification temporal time-series transfer-learning unsupervised-learning

Last synced: 21 Jul 2025

https://github.com/cerlymarco/linear-tree

A python library to build Model Trees with Linear Models at the leaves.

boosting-tree decision-trees linear-models machine-learning model-trees random-forest scikit-learn tree

Last synced: 16 May 2025

https://github.com/sap-samples/machine-learning-diff-private-federated-learning

Simulate a federated setting and run differentially private federated learning.

differential-privacy federated-learning machine-learning sample sample-code security

Last synced: 11 Apr 2025

https://github.com/neurocult/agency

🕵️‍♂️ Library designed for developers eager to explore the potential of Large Language Models (LLMs) and other generative AI through a clean, effective, and Go-idiomatic approach.

agents ai artificial-general-intelligence artificial-intelligence artificial-neural-networks autonomous-agents chatgpt generative-ai go golang gpt language-models llm llmops machine-learning neural-network nlp openai rag vector-database

Last synced: 14 Jan 2026

https://github.com/microsoft/PersonalizedFL

Personalized federated learning codebase for research

deep-learning federated-learning machine-learning non-iid personalized-federated-learning

Last synced: 27 Mar 2025

https://github.com/gordicaleksa/pytorch-GANs

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

conditional-gan dc-gan deep-learning deep-learning-tutorial gan-tutorial gans generative-adversarial-nets generative-adversarial-networks machine-learning python pytorch vanilla-gan

Last synced: 01 May 2025

https://github.com/yzhao062/suod

(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)

anomaly-detection data-mining distributed-systems knowledge-distillation machine-learning machine-learning-algorithms machine-learning-library outlier-detection python

Last synced: 12 Apr 2025

https://github.com/mit-ll-responsible-ai/hydra-zen

Create powerful Hydra applications without the yaml files and boilerplate code.

configurable configuration dataclasses deep-learning dynamic-configuration machine-learning machinelearning pytorch pytorch-lightning reproducibility reproducible-science scalable yaml-configuration

Last synced: 14 May 2025

https://github.com/yzhao062/SUOD

(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)

anomaly-detection data-mining distributed-systems knowledge-distillation machine-learning machine-learning-algorithms machine-learning-library outlier-detection python

Last synced: 18 Jul 2025

https://github.com/deepkit/deepkit-ml

The collaborative real-time open-source machine learning devtool and training suite: Experiment execution, tracking, and debugging. With server and project management tools.

artificial-intelligence deep-learning desktop devtools experiments gui machine-learning

Last synced: 23 Jun 2025

https://github.com/rish-16/gpt2client

✍🏻 gpt2-client: Easy-to-use TensorFlow Wrapper for GPT-2 117M, 345M, 774M, and 1.5B Transformer Models 🤖 📝

gpt-2 machine-learning openai tensorflow text-generation transformer

Last synced: 14 Mar 2025

https://github.com/mariusbrataas/flowpoints_ml

An intuitive approach to creating deep learning models

deep-learning flowchart js machine-learning python pytorch react tensorflow

Last synced: 08 May 2025

https://github.com/kevinmusgrave/pytorch-adapt

Domain adaptation made easy. Fully featured, modular, and customizable.

computer-vision deep-learning domain-adaptation machine-learning pytorch transfer-learning

Last synced: 04 Apr 2025

https://github.com/francescosaveriozuppichini/pytorch-how-and-when-to-use-module-sequential-modulelist-and-moduledict

Code for my medium article

artificial-intelligence deep-learning machine-learning neural-network pytorch

Last synced: 02 Jul 2025

https://github.com/beliavsky/fortran-code-on-github

Directory of Fortran codes on GitHub, arranged by topic

cfd earth-science electronic-structure finite-elements fortran linear-algebra list machine-learning modern-fortran numerical-integration numerical-methods numerical-optimization nwp quantum-chemistry scientific-computing statistics

Last synced: 25 Jan 2026

https://github.com/thealgorithms/matlab-octave

This repository contains algorithms written in MATLAB/Octave. Developing algorithms in the MATLAB environment empowers you to explore and refine ideas, and enables you test and verify your algorithm.

algorithm algorithms counting-sort datastructures euler m-script m-scripts machine-learning machine-learning-algorithms matlab mit-license nearest-neighbour-algorithm octave octave-scripts project project-euler project-euler-solutions

Last synced: 04 Apr 2025

https://github.com/microsoft/airsim-neurips2019-drone-racing

Drone Racing @ NeurIPS 2019, built on Microsoft AirSim

airsim computer-vision drone-racing drones machine-learning microsoft motion-planning neurips-competition robotics robotics-competition robotics-simulation unreal-engine

Last synced: 12 Apr 2025

https://github.com/souzatharsis/open-quant-live-book

An open source, hands-on and fully reproducible book in quantitative finance, data science and econophysics. Join us and help Make Wall Street Great Again!

algo-trading altdata data-science econophysics financial-analysis financial-markets machine-learning open-source quantitative-finance

Last synced: 27 Jan 2026

https://github.com/ilastik/ilastik

ilastik-shell, applets, and workflows to string them together.

ilastik machine-learning python qt

Last synced: 02 Apr 2026

https://github.com/aws-samples/amazon-rekognition-video-analyzer

A working prototype for capturing frames off of a live MJPEG video stream, identifying objects in near real-time using deep learning, and triggering actions based on an objects watch list.

amazon-rekognition amazon-web-services aws aws-lambda capture-frames capture-video image image-analysis machine-learning mjpeg opencv python video video-processing

Last synced: 01 Apr 2025

https://github.com/cpury/lookie-lookie

Learning to track eye movement in the browser

computer-vision deep-learning javascript machine-learning neural-network tensorflow tensorflow-js tfjs

Last synced: 07 Apr 2025

https://cpury.github.io/lookie-lookie/

Learning to track eye movement in the browser

computer-vision deep-learning javascript machine-learning neural-network tensorflow tensorflow-js tfjs

Last synced: 23 Mar 2025

https://github.com/benedekrozemberczki/appnp

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

appnp attention deep-learning deep-neural-networks deepwalk gcn graph-attention graph-classification graph-convolutional-neural-networks graph-embedding graph-neural-network iclr machine-learning network-embedding node-embedding node2vec pagerank ppnp pytorch research

Last synced: 07 Apr 2025

https://github.com/rieck/malheur

A Tool for Automatic Analysis of Malware Behavior

classification clustering machine-learning malware-analysis

Last synced: 12 May 2025

https://github.com/lightning-ai/dl-fundamentals

Deep Learning Fundamentals -- Code material and exercises

ai deep-learning machine-learning python pytorch

Last synced: 04 Apr 2025

https://github.com/surya-veer/movement-tracking

UP - DOWN - LEFT - RIGHT movement tracking.

ai game machine-learning motion-detection opencv python

Last synced: 17 Jul 2025

https://github.com/hms-core/hms-ml-demo

HMS ML Demo provides an example of integrating Huawei ML Kit service into applications. This example demonstrates how to integrate services provided by ML Kit, such as face detection, text recognition, image segmentation, asr, and tts.

asr audio-file-transcription bank-card-recognition classification deep-learning document face-detection face-recognition hms huawei id-card-recognition image-segmentation kotlin-android language-detection machine-learning object-detection-and-tracking ocr text-to-speech text-translation tts-android