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: 2026-07-05 00:14:34 UTC
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https://github.com/RAMshades/AcousticsML

Tutorial on using machine learning for acoustics. This tutorial covers a wide range of machine learning approaches for acoustic applications.

acoustics machine-learning

Last synced: 01 Sep 2025

https://github.com/zkan/intro-to-machine-learning

Introduction to Machine Learning

hacktoberfest machine-learning pandas python scikit-learn seaborn

Last synced: 19 Aug 2025

https://github.com/opt-mucca/pyscipopt-ml

Python interface to automatically formulate Machine Learning models into Mixed-Integer Programs

artificial-intelligence decision-trees keras lightgbm machine-learning mathematical-programming mixed-integer-optimization mixed-integer-programming neural-networks optimization python pytorch sklearn surrogate-models xgboost

Last synced: 13 Apr 2025

https://github.com/theengineeringworld/python-data-science

Python Data Science has all the data sets and jupyter notebook files for the Youtube course at http://youtube.com/theengineeringworld under the name of " Python Data Science Course ".

data data-analysis data-mining data-science data-visualization jupyter-notebook jupyter-notebooks machine-learning python python27

Last synced: 17 Nov 2025

https://github.com/aida-ugent/fairret

A fairness library in PyTorch.

ai artificial-intelligence bias deep-learning fairness fairness-ai fairness-ml machine-learning python pytorch

Last synced: 10 Sep 2025

https://github.com/younes-charfaoui/ml-projects

Machine Learning Projects 🙍‍♂️, code and data sets for different kind of problems 🔥.

deep-learning kaggle-competition keras machine-learning matplotlib reinforcement-learning sklearn supervised-learning tensorflow unsupervised-learning

Last synced: 09 Jul 2025

https://github.com/mmbazel/classifying-sales-calls

Turning salesforce lead, oppty, & sales activities data => Sales predictions using pandas, Scikit-learn, SQLAlchemy, Redshift, XGBoost Classifier

capstone classification classifying-sales-calls data-science data-science-notebook data-science-portfolio data-science-projects data-visualization gradient-boosting logistic-regression machine-learning saas sales springboard springboard-career-track springboard-data-science springboard-projects

Last synced: 02 Apr 2026

https://github.com/masterscrat/rl-insights

🤖 Reinforcement Learning paper summaries, notebooks, and articles.

machine-learning reinforcement-learning

Last synced: 21 Mar 2025

https://github.com/karolzak/cntk-python-web-service-on-azure

This sample project shows off how to prepare and deploy to Azure Web Apps a simple Python web service with an image classifying model produced in CNTK (Cognitive Toolkit) using FasterRCNN

ai api-rest azure-web azure-web-app-service azure-webapp cntk cntk-model cognitive-toolkit deep-learning fasterrcnn flask image-classification kudu machine-learning ml object-detection python restful-api web-service

Last synced: 01 May 2025

https://github.com/lukashedegaard/continual-skeletons

Official codebase for "Online Skeleton-based Action Recognition with Continual Spatio-Temporal Graph Convolutional Networks"

continual-inference convolutional-neural-networks deep-learning graph-neural-networks machine-learning online-inference skeleton-based-action-recognition

Last synced: 14 Jul 2025

https://github.com/nasaharvest/togo-crop-mask

An LSTM to generate a crop mask for Togo

agriculture earth-observation machine-learning remote-sensing sentinel-2

Last synced: 06 Mar 2026

https://github.com/olafenwamoses/deepstack_actionnet

A custom DeepStack model for detecting 16 human actions.

deep-learning detection machine-learning object-detection

Last synced: 11 Apr 2025

https://github.com/ledell/sldm4-h2o

Statistical Learning & Data Mining IV - H2O Presenation & Tutorial

autoencoder deep-learning h2o machine-learning r statistical-learning tutorial

Last synced: 29 Oct 2025

https://github.com/juliaai/imbalance.jl

A Julia toolbox with resampling methods to correct for class imbalance.

class-imbalance classification machine-learning

Last synced: 10 Apr 2025

https://github.com/probabl-ai/sklearn-ragger-duck

A proof-of-concept for a RAG to query the scikit-learn documentation

generative-ai machine-learning rag scikit-learn

Last synced: 11 Apr 2025

https://github.com/gmontamat/poor-mans-transformers

Implement Transformers (and Deep Learning) from scratch in NumPy

deep-learning from-scratch machine-learning ml-framework neural-network nlp transformers

Last synced: 27 Mar 2025

https://github.com/martinnormark/neural-mesh-simplification

Un-official and WIP Implementation of the Neural Mesh Simplification paper

3d 3d-modelling machine-learning mesh mesh-processing mesh-simplification pytorch pytorch-geometric

Last synced: 06 Apr 2026

https://github.com/ailia-ai/ailia-sdk

cross-platform high speed inference SDK

deep-learning machine-learning neural-network sdk

Last synced: 20 Apr 2026

https://github.com/rvinas/adversarial-gene-expression

Adversarial generation of gene expression data using Generative Adversarial Networks

adversarial-machine-learning adversarial-networks bioinformatics e-coli gan gene-expression gene-regulatory-network generative-adversarial-network keras machine-learning tensorflow

Last synced: 18 Mar 2025

https://github.com/equinor/gordo

An API-first distributed deployment system of deep learning models using timeseries data to predict the behaviour of systems

distributed-computing end-to-end machine-learning out-of-the-box scalable

Last synced: 01 May 2025

https://github.com/m-clark/introduction-to-machine-learning

A document covering machine learning basics. 🤖📊

bias-variance cross-validation knn loss-functions machine-learning neural-network python r random-forest regularization svm

Last synced: 30 Apr 2025

https://github.com/ihabbendidi/android-licence-plate-detection-recognition

Offline Android application for detecting license plates in cars and recognizing their content in real time with Tensorflow model

android cmake deep-learning java machine-learning neural-networks object-detection ocr ocr-recognition python tensorflow

Last synced: 13 Oct 2025

https://github.com/juliaml/penaltyfunctions.jl

Julia package of regularization functions for machine learning

julia machine-learning penalties regularization

Last synced: 27 Oct 2025

https://github.com/comidan/computer-science-engineering

Collection of all courses, and their materials, attended at Politecnico di Milano during both Bachelor level degree and Master level degree in Engineering, Computer Science Engineering

artificial-intelligence automation bioinformatics compilers computer-architecture computer-science-engineering cybersecurity databases electronics engineering logic-circuit machine-learning mathematics networks operating-system physics probability-statistics robotics telecomunications

Last synced: 13 Oct 2025

https://github.com/sidgupta234/codingninjas_datascience_machinelearning

The notebooks are written in a way that they are sufficient on their own to learn the basics of Python, Machine Learning and Data Science.

data-science jupyter-notebook machine-learning python-3

Last synced: 25 Oct 2025

https://github.com/ab007shetty/crop-management-system

The Crop Management System is a machine learning-based project designed to provide predictions and recommendations for farmers.

bootstrap4 crop-prediction crop-recommendation fertilizer-recommendation html-css-javascript machine-learning php rainfall-prediction responsive-web-design yield-prediction

Last synced: 02 Jun 2026

https://github.com/LaihoE/DLAC

Deep Learning Anti-Cheat For CSGO

anticheat counter-strike-global-offensive csgo deep-learning machine-learning

Last synced: 20 Apr 2025

https://github.com/computationalcore/fall-detection

Computer vision application that detects individual falls

deep-learning deeplearning detector inference machine-learning openvino python3

Last synced: 24 Apr 2025

https://github.com/yinleon/pydata2017

This is the code and presentation for my PyData2017 talk "Reverse Image Search Using Out-of-the-box Machine Learning Libraries

machine-learning pydata reverse-image-search tensorflow

Last synced: 04 Sep 2025

https://github.com/klumw/esp32_cam_face_recognition

esp32-cam face recognition with MQTT and esp-who framework

aiot doorbell-cam edge-ai edge-computing esp esp-dl esp-who esp32 esp32-cam face-recognition home-automation machine-learning machine-learning-library ml openhab openhab3

Last synced: 11 Jun 2025

https://github.com/jackaduma/ai-waf

AI driven Web Application Firewall

ai classification-algorithm cyber-security cybersecurity deep-learning machine-learning natural-language-processing neural-network nlp nlp-deep-learning nlp-machine-learning text-classification textcnn waf web-application-firewall webapplicationfirewall

Last synced: 27 Apr 2025

https://github.com/anakin87/neural-search-pills

Knowledge pills on Neural Search

deep-learning information-retrieval machine-learning machine-reading multimodal-search natural-language-processing neural-search nlp question-answering retrieval-systems search-engines semantic-search transformers vector-search

Last synced: 22 Feb 2026

https://github.com/youngjeong46/hands-on-machine-learning

Machine learning practice based on the book Hands On Machine Learning with Scikit-Learn & Tensorflow by Aurelien Geron.

machine-learning scikit-learn tensorflow

Last synced: 15 Apr 2025

https://github.com/benedekrozemberczki/orbitalfeatures

A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)

bioinformatics centrality clustering-coefficient complex-networks data-science deepwalk feature-extraction graph-classification graph-enumeration graphlet machine-learning motif network-science node-classification node-embedding node2vec orbit research role2vec sklearn

Last synced: 21 Jun 2025

https://github.com/akassharjun/shapleyvaluefl

A pip library for calculating the Shapley Value for computing the marginal contribution of each client in a Federated Learning environment.

federated-learning game-theory incentive-mechanism machine-learning shapley-value

Last synced: 23 Apr 2025

https://github.com/longmaoteamtf/keras_ernie

Pre-trained ERNIE models could be loaded with Keras for feature extraction and prediction.

ernie keras machine-learning

Last synced: 23 Apr 2025

https://github.com/nouraalgohary/graduation-project-competitions

This is a compilation of competitions that are relevant to graduation projects, along with comprehensive details about each of them.

ai android competitions computer-science graduation-project iot machine-learning mansoura-university sponsorship university

Last synced: 04 Apr 2025

https://github.com/infoslack/ml-book

Entendendo Machine Learning com Scikit-Learn e TensorFlow na prática

data-science machine-learning matplotlib numpy pandas python scikit-learn tensorflow

Last synced: 14 Jul 2025

https://github.com/earizon/IT_notes

A new way to document for the 21st century. This project has been superseded by "TXT World Domination".

angular architectural-patterns azure blockchain blockchain-technology cryptography devops devops-course devops-tools documentation ethereum java javascript kubernetes linux machine-learning ontology-engineering project-management python zettelkasten

Last synced: 06 May 2025

https://github.com/needle-ai/needle-python

Needle simplifies building RAG pipelines.

agents ai information-retrieval machine-learning needle python rag retrieval-augmented-generation sdk transformers

Last synced: 13 Jun 2026

https://github.com/yujiabao/r2a

"Deriving Machine Attention from Human Rationales" EMNLP 2018

attention-mechanism emnlp2018 interpretable-machine-learning machine-learning

Last synced: 01 May 2026

https://github.com/loristns/wisty.js

🧚‍♀️ Chatbot library turning conversations into actions, locally, in the browser.

assistant bot bot-framework chatbot chatbots conversational-agents conversational-ai dialogue-systems hybrid-code-networks javascript machine-learning named-entity-recognition natural-language-processing nlp nlu tensorflow tensorflowjs

Last synced: 01 May 2026

https://github.com/waikato/weka

Pointer to the official Weka repository.

java machine-learning weka

Last synced: 02 Aug 2025

https://github.com/kxsystems/automl

Automated Machine Learning Framework for kdb+

automated-machine-learning kdb machine-learning q

Last synced: 25 Jan 2026

https://github.com/m3dev/kannon

Kannon is a wrapper for the gokart library that allows gokart tasks to be easily executed in a distributed and parallel manner on multiple kubernetes jobs.

gokart kubernetes machine-learning mlops task-pipeline

Last synced: 16 Jan 2026

https://github.com/zanussbaum/surfgrad

webgpu autograd library

autograd inference machine-learning tensor webgpu wsgl

Last synced: 26 Jul 2025

https://github.com/greenelab/shared-latent-space

Shared Latent Space VAE's

analysis autoencoder machine-learning methodology variational-autoencoder

Last synced: 02 Aug 2025

https://github.com/Azure/aml-run

GitHub Action that allows you to submit a run to your Azure Machine Learning Workspace.

aml azure azure-machine-learning data-science machine-learning mlops

Last synced: 29 Jul 2025

https://github.com/data-centric-ai-community/nist-crc-2023

NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!

ctgan data-analysis data-science deeplearning deidentification gans generative-adversarial-network machine-learning privacy-enhancing-technologies python synthetic-data synthetic-dataset-generation

Last synced: 23 Apr 2026

https://github.com/t0mer/deepstack-trainer

deepstack trainer is a Flask powerd, easy to use web app, hepls us to train and test Deepstack AI

deepstack docker face-detection face-recognition fastapi home-assistant home-automation machine-learning object-detection python

Last synced: 15 Apr 2025

https://github.com/rishit-dagli/3d-transforms

3D Transforms is a library to easily work with 3D data and make 3D transformations. This library originally started as a few functions here and there for my own work which I then turned into a library.

3d 3d-graphics 3d-models 3d-reconstruction collaborate computer-vision deep-learning github github-campus-experts github-codespaces github-pages machine-learning tensorflow

Last synced: 04 Aug 2025

https://github.com/lukashedegaard/ride

Training wheels, side rails, and helicopter parent for your Deep Learning projects in PyTorch

ai artificial-intelligence deep-learning framework machine-learning python pytorch pytorch-lightning

Last synced: 02 Aug 2025

https://github.com/12345k/multi-face-comparison

This repo is meant for backend API for face comparision and computer vision. It is built on python flask framework

bac comparison deeplearning distance face face-detection face-recognition flask machine-learning postman python python3

Last synced: 14 Apr 2025

https://github.com/ritvik19/data-science-from-scratch

Implementation of various data science techniques and research papers

artificial-neural-networks classification computer-vision convolutional-neural-network data-science deep-learning generative-adversarial-network machine-learning natural-language-processing natural-language-understanding recurrent-neural-networks regression transfer-learning transformer

Last synced: 10 Apr 2025

https://github.com/hscspring/all4ai

AI Related Tools/Projects

ai jupyter linux machine-learning nlp python ssh toolbox

Last synced: 08 Sep 2025

https://github.com/jdepoix/spectre-real-time-detection

This projects detects ongoing Spectre attacks, by using a neural network to analyze HPCs (Hardware Performance Counters)

detection hardware-performance-counters hpc machine-learning neural-network spectre

Last synced: 28 Oct 2025

https://github.com/cisprague/astro.iq

Machine Learning + Spacecraft Trajectory Optimisation

aerospace astrodynamics machine-learning spacecraft trajectory-optimisation

Last synced: 17 Mar 2025

https://github.com/geometric-intelligence/pirounet

Conditional dance generator

art dance deep-learning lstm machine-learning semi-supervised-learning variational-autoencoder

Last synced: 05 May 2025

https://github.com/kyegomez/fuyu

Implementation of Adepts Fuyu all-new Multi-Modality model in pytorch

ai artificial-intelligence gpt4 gpt5 machine-learning multi-modal multi-modality

Last synced: 07 May 2025

https://github.com/bukson/nancorrmp

Parallel correlation calculation of big numpy arrays or pandas dataframes with NaNs and infs.

correlation correlation-matrices data-science machine-learning multiprocessing numpy pandas python

Last synced: 16 Aug 2025

https://github.com/cepdnaclk/e16-4yp-food-recommendation-system-using-machine-learning-for-diabetic-patients

Recommend proper foods for diabetic patients in the context of nutrition and food characteristics by developing a machine learning based intelligent mobile application

diabetes food-recommendation machine-learning nutrients

Last synced: 01 May 2025

https://github.com/modzy/sdk-python

Python library for Modzy Machine Learning Operations (MLOps) Platform

ai-security api-client deployment docker drift-detection explainable-ai kuberenetes machine-learning machine-learning-operations microservices mlops model-deployment model-serving production-machine-learning python serving

Last synced: 29 Jun 2025

https://github.com/gidim/babler

Data Collection System For NLP/Speech Recognition

blogs data-collection forums language-modeling machine-learning nlp scraping

Last synced: 16 May 2025

https://github.com/iamyajat/hypelinks-api

A Smart Bookmark API that can classify websites into 10 different categories built using FastAPI and Tensorflow 2.0

fastapi machine-learning nlp python tensorflow

Last synced: 15 Apr 2025

https://github.com/hako/dissertation

:mortar_board: :scroll: This repository holds my final year and dissertation project during my time at the University of Lincoln titled 'Deep Learning for Emotion Recognition in Cartoons'.

cartoons convolutional-neural-networks deep-learning deep-neural-networks dissertation emotion emotion-recognition haar-features machine-learning python tex

Last synced: 12 Apr 2025

https://github.com/Bikatr7/Kudasai

Streamlining Japanese-English Translation with Advanced Preprocessing and Integrated Translation Technologies

auto-translation chatgpt deepl gemini japanese-english japanese-english-translation japanese-translation machine-learning machine-translation nlp-preprocessing python spacy text-processing translation

Last synced: 23 Jun 2025

https://github.com/LukasHedegaard/ride

Training wheels, side rails, and helicopter parent for your Deep Learning projects in PyTorch

ai artificial-intelligence deep-learning framework machine-learning python pytorch pytorch-lightning

Last synced: 08 May 2025

https://github.com/santoshlite/bytedetective

The easiest way to search for images on your desktop 🔎

ai computer-vision deep-learning desktop file-browser file-explorer image image-captioning image-recognition machine-learning macos rust search search-engine semantic-search svelte tauri

Last synced: 06 May 2025

https://github.com/durgeshsamariya/100daysofmachinelearning

A 100 Day ML Challenge to learn and implement ML/DL concepts ranging from the basics of Machine Learning to advance Machine Learning.

100-days-ml-challenge 100-days-of-ml-code 100-days-of-ml-coding machine-learning study

Last synced: 29 Oct 2025

https://github.com/kieranlitschel/predictingclosingpricetomorrow

Predict the change in closing price from one trading day to the next into one of four bands for any stock using technical indicators and financial ratios as features.

fintech keras knn machine-learning mysql neural-network python3 random-forest stock-prediction tensorflow

Last synced: 21 Mar 2025

https://github.com/adauchendu/awesometda4nlp

Topological Data Analysis (TDA) for Natural Language Processing (NLP) Applications

computational-linguistics computational-topology machine-learning natural-language-processing tda topological-data-analysis topological-machine-learning

Last synced: 14 Jun 2026

https://github.com/ecogex/ai-label

Labels for content made with or without AI

ethical-hacking ethics graphic-design ia licenses machine-learning

Last synced: 22 Jan 2026

https://github.com/hypnosapos/cartpole-rl-remote

CartPole game by Reinforcement Learning, a journey from training to inference

artificial-intelligence cartpole keras keras-neural-networks kubeflow kubernetes-cluster machine-learning mlflow mlops polyaxon pytorch qlearning reinforcement-learning seldon seldon-core tensorflow

Last synced: 08 Oct 2025

https://github.com/log0div0/testo

End-to-end-tests automation framework

allure-framework automated-testing continuous-integration hypervisors libvirt machine-learning new-language nueral-networks object-detection onnx onnxruntime qa qa-automation qemu-kvm test-reporting testing-framework virtualization

Last synced: 30 Jan 2026

https://github.com/avik-pal/deeplearningbenchmarks

Benchmarks across Deep Learning Frameworks in Julia and Python

benchmark computer-vision conv2d flux gpu julia machine-learning pytorch

Last synced: 17 Mar 2026

https://github.com/robolaunch/robot-operator

Kubernetes Robot Operator for ROS/2 Based Robots

artificial-intelligence container development go kubernetes machine-learning ros2

Last synced: 31 Jan 2026

https://github.com/decalogue/aiml3

人工智能模块aiml的python3实现以及测试，支持中文以及API插件

aiml aiml-bots aiml-python3 aiml3 machine-learning qa

Last synced: 13 Apr 2025

https://github.com/Dusandinho/PreFab

Prediction of fabrication variations in integrated photonic devices using deep learning

deep-learning machine-learning nanofabrication photonics tensorflow

Last synced: 08 May 2025

https://github.com/seannaren/cord-19-ann

ANN Search through the COVID CORD-19 Dataset using SBERT.

cord-19 covid-19 machine-learning pytorch scispacy spacy transformer

Last synced: 25 Mar 2025

https://github.com/bfortuner/machine-learning

Machine learning sabbatical study materials

data-science deep-learning jupyter-notebook machine-learning neural-network numpy pandas pytorch scikit-learn

Last synced: 24 Apr 2025

https://github.com/elizalo/question-answering-based-on-squad

Question Answering System using BiDAF Model on SQuAD v2.0

bidaf machine-learning natural-language-processing natural-language-understanding neural-network nlp nlp-datasets nlp-machine-learning python python-3-6 question-answering squad

Last synced: 03 Oct 2025

https://github.com/siftly-ai/airdot-deployer

Tool to take your ML model from local to production with one-line of code.

k8s machine-learning ml mlops seldon-core

Last synced: 04 Jul 2025

https://github.com/spatialaudio/data-driven-audio-signal-processing-lecture

Supplementary materials to the lecture data driven audio signal processing

audio audio-processing audio-signal-processing data-driven-model data-driven-signal-processing deep-learning deep-neural-networks educational-resources jupyter jupyter-notebook lecture-material machine-learning masters-course open-educational-resources python3

Last synced: 25 Apr 2025

https://github.com/djosix/iconflow

Code for "Style-Structure Disentangled Features and Normalizing Flows for Diverse Icon Colorization", CVPR 2022.

artificial-intelligence automatic-colorization colorization computer-vision conditional-normalizing-flows continuous-normalizing-flows cvpr cvpr2022 deep-learning image-colorization machine-learning normalizing-flow sketch-colorization u-net

Last synced: 26 Apr 2025

https://github.com/nanxstats/stackgbm

🌳 Stacked Gradient Boosting Machines

automl catboost decision-trees ensemble-learning gbdt gbm gradient-boosting lightgbm machine-learning model-stacking xgboost

Last synced: 22 Apr 2025

https://github.com/qinhanmin2014/tiny-sklearn

Tiny implementation of important algorithms in scikit-learn. Useful when understanding ML algorithms and scikit-learn.

machine-learning machine-learning-algorithms scikit-learn

Last synced: 05 May 2025

https://github.com/kennethleungty/kennethleungty

Data Science Portfolio

ai analytics artificial-intelligence data data-analytics data-science data-science-portfolio data-scientist deep-learning ds kenneth-leung kennethleungty machine-learning ml portfolio python

Last synced: 12 Jul 2025

https://github.com/bat67/tibetanmnist

MNIST of Tibetan handwriting 国产手写藏文MNIST数据集（TibetanMNIST）的图像分类处理与各种好玩的脑洞~

dataset deep-learning keras machine-learning mnist mnist-classification mnist-handwriting-recognition nerual-network python pytorch tensorflow tibetan-mnist tibetanmnist

Last synced: 26 Jun 2025

https://github.com/elisim/hydra-sklearn-pipelines

Code accompanying the blogpost: "Creating Configurable Data Pre-Processing Pipelines by Combining Hydra and Sklearn" by Eli Simhayev & Benjamin Bodner

data-science hydra machine-learning scikit-learn

Last synced: 09 Aug 2025