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: 2026-07-08 00:18:36 UTC
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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/ibm/max-news-text-generator

Generate English-language text similar to the news articles in the One Billion Words data set.

docker-image machine-learning machine-learning-models

Last synced: 07 May 2025

https://github.com/gatenlp/gateplugin-learningframework

A plugin for the GATE language technology framework for training and using machine learning models. Currently supports Mallet (MaxEnt, NaiveBayes, CRF and others), LibSVM, Scikit-Learn, Weka, and DNNs through Pytorch and Keras.

classification crf machine-learning nlp sequence-tagging

Last synced: 06 May 2025

https://github.com/djangopeng/aml-101

微软机器学习（Azure Machine Learning）快速入门与实战

aml azureml deep-learning machine-learning

Last synced: 12 Apr 2025

https://github.com/danielvegamyhre/autograd-for-dummies

A minimal autograd engine and neural network library for machine learning students.

machine-learning

Last synced: 25 Mar 2025

https://github.com/zahidkhawaja/stable-diffusion-nextjs

Next.js app for serverless deployments of Stable Diffusion on Banana.dev

generative-art javascript machine-learning nextjs react stable-diffusion

Last synced: 26 Apr 2025

https://github.com/monk1337/graph-neural-networks-for-nlp

Graph Neural networks for NLP

attention-mechanism gcn gnn graph graph-attention-networks graph-natural-language-processing graph-networks graph-neural-networks graph-nlp machine-learning multi-label-classification multi-label-learning natural-language-processing neural-network nlp pytorch pytorch-geometric

Last synced: 13 Jun 2025

https://github.com/IBM/MAX-News-Text-Generator

Generate English-language text similar to the news articles in the One Billion Words data set.

docker-image machine-learning machine-learning-models

Last synced: 13 May 2025

https://github.com/beegass/self-taught-machine-learning

I have had trouble in the past finding a place where I could learn about statistical learning algorithms, resources as to how to learn them and the code associated with it. This is my attempt at remedying that issue.

lecture linear-regression machine-learning statistical-learning support-vector-machine

Last synced: 21 Sep 2025

https://github.com/greyhatguy007/machinelearningandrewng

Machine Learning Course - Coursera

andrew-ng-machine-learning assignment-solutions coursera machine-learning octave

Last synced: 08 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/waikato/weka

Pointer to the official Weka repository.

java machine-learning weka

Last synced: 02 Aug 2025

https://github.com/ajayarunachalam/pynmsnn

NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch

biological-neural-networks classification deep-learning deep-neural-networks hebbian-learning machine-learning neuromorphic neuromorphic-computing predictive-modeling python pytorch regression spike-detection spike-inference spike-time-dependent-plasticity spiking-neural-networks torch

Last synced: 10 Apr 2025

https://github.com/cahya-wirawan/opentc

OpenTC is a text classification engine using several algorithms in machine learning

convolutional-neural-networks machine-learning svm-classifier tensorflow text-classification

Last synced: 11 Apr 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/greenelab/shared-latent-space

Shared Latent Space VAE's

analysis autoencoder machine-learning methodology variational-autoencoder

Last synced: 02 Aug 2025

https://github.com/hofnerb/stabs

Stability Selection with Error Control

cran machine-learning r-language r-package resampling stability-selection variable-importance variable-selection

Last synced: 11 Aug 2025

https://github.com/neptune-ai/neptune-contrib

This library is a location of the LegacyLogger for PyTorch Lightning.

data-science deep-learning deep-reinforcement-learning integration integrations machine-learning neptune neptune-platform python python3 reinforcement-learning

Last synced: 11 Aug 2025

https://github.com/KasperskyLab/knp

Kaspersky Neuromorphic Platform

cpp machine-learning ml neural-network python spiking

Last synced: 15 Apr 2025

https://github.com/user1342/Folly

Open-source LLM Prompt-Injection and Jailbreaking Playground

ai-red-teaming artificial-intelligence generative-ai large-language-models llm llm-security machine-learning prompt-engineering prompt-injection

Last synced: 22 Jan 2026

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/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/jryban/frechet-music-distance

A library for computing Frechet Music Distance.

frechet frechet-music-distance machine-learning metric music music-evaluation music-generation symbolic-music-generation

Last synced: 14 Jan 2026

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/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/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/vishal815/-stock-market-prediction-with-machine-learning-django

Developed ML/DL based a web application for stock price prediction based on real-time data.

api-rest css django end-to-end finance financialmodeling github-project investment machine-learning mlinfinance project python real-time stock-market stock-market-analysis stock-market-prediction timeseries-analysis trading vishal-lazrus vishallazrus

Last synced: 12 Apr 2025

https://github.com/SadeghKrmi/pertts-streamlit

Persian text-to-speech streamlit interface

deep-learning machine-learning persian-dataset persian-language persian-tts text-to-speech tts-model vits

Last synced: 08 Jul 2025

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/serpapi/serapis-ai-image-classifier

Automatic Image Classification from SERP Data

ai automatic dataset dataset-generation deep-learning image-classification machine-learning ml mlops python pytorch resnet resnet-50 serp serpapi

Last synced: 09 Jul 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/franciellevargas/HateBR

HateBR is the first large-scale expert annotated dataset of Brazilian Instagram comments for hate speech and offensive language detection on the web and social media.

brazilian-portuguese dataset hatespeech-detection machine-learning natural-language-processing text-classification

Last synced: 30 Apr 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/vatshayan/disease-prediction-project-using-machine-learning-project

Diseases Prediction System though Machine Learning with code and documents

btechprojects college-project disease disease-prediction diseases final-year-projects finalyearproject machine machine-learning machine-learning-algorithms minor-project mtech-project mtech-projects mtechprojects python sckiit-learn semester-project semproject

Last synced: 23 Aug 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/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/jsmlt/jsmlt

:factory: JavaScript Machine Learning Toolkit

classification javascript-library knn logistic-regression machine-learning random-forest svm

Last synced: 13 Nov 2025

https://github.com/lightonai/transfer-learning-opu

Optical Transfer Learning

deep-learning machine-learning photonic-computing tensorrt transfer-learning

Last synced: 26 Aug 2025

https://github.com/zanussbaum/surfgrad

webgpu autograd library

autograd inference machine-learning tensor webgpu wsgl

Last synced: 26 Jul 2025

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/soneji/spotify-vibe-check

Spotify Vibe Checker Web App to vibe check your Spotify Playlists! (currently broken due to CORS)

ai artificial-intelligence hacktoberfest javascript machine-learning machinelearning nodejs npm playlist playlist-parser spotify spotify-api spotify-dev spotify-web-api vibe vibes webapp website yarn

Last synced: 09 Apr 2025

https://github.com/arthurpaulino/miraiml

MiraiML: asynchronous, autonomous and continuous Machine Learning in Python

data-science hyperparameter-optimization machine-learning python

Last synced: 19 Apr 2025

https://github.com/charlescao460/MapleStoryDetectionSampleGenerator

Generate object detection samples from MapleStory in different formats (COCO, TFRecord, darknet...)

annotation-tool coco darknet machine-learning maplestory object-detection tensorflow

Last synced: 20 Apr 2025

https://github.com/kjappelbaum/ml_molsim

Machine learning exercises for the MolSim course (http://www.acmm.nl/molsim/molsim2023/index.html)

hands machine-learning mof tutorial

Last synced: 21 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/kongzii/swiftxgboost

Swift wrapper for XGBoost gradient boosting machine learning framework with Numpy and TensorFlow support.

boosting-tree machine-learning swift swift-for-tensorflow xgboost

Last synced: 04 Sep 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/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/narumiruna/mlconfig

configuration deep-learning machine-learning pytorch

Last synced: 09 Sep 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/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/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/cpmpercussion/creative-prediction

Creative Prediction with Neural Networks

ai art creativity deep-learning keras machine-learning ml music neural-networks

Last synced: 24 Jun 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/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/adamspd/spam-detection-project

Spam-Detector-AI is a Python package for detecting and filtering spam messages using Machine Learning models.

ai api machine-learning python3 spam-detector spam-filtering

Last synced: 12 Apr 2025

https://github.com/gabe565/docker-obico

Pre-built Docker images for Obico server

3d-printing docker kubernetes machine-learning obico

Last synced: 16 Oct 2025

https://github.com/DedSecInside/ReFleX

ReFleX - Deep Image Recognition Bot

deep-images deep-learning hacktoberfest machine-learning opencv osint psnappz python3 security security-tools

Last synced: 27 Mar 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/zhiningliu1998/bat

[ICML'24] BAT: 🚀 Boost Class-imbalanced Node Classification with <10 lines of Code | 从拓扑视角出发10行代码改善类别不平衡节点分类

data-augmentation graph-algorithms graph-machine-learning graph-mining imbalanced-data imbalanced-learning machine-learning node-classification

Last synced: 05 May 2025

https://mithi.github.io/deep-blueberry/

If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!

computer-vision convolutional-neural-networks deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning generative-adversarial-network keras-tensorflow long-short-term-memory machine-learning machine-learning-algorithms pytorch-implementation pytorch-tutorial recurrent-neural-networks reinforcement-learning variational-autoencoder

Last synced: 27 Mar 2025

https://github.com/IUCNN/IUCNN

Train neural networks based on geographic species occurrences, environmental data and existing IUCN Red List assessments to predict the conservation status of "Not Evaluated" species, for any taxon or geographic region of interest. https://iucnn.github.io/IUCNN/

conservation conservation-prioritization deep-learning machine-learning tensorflow

Last synced: 07 May 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/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/midas-research/dlkp

A deep learning library for identifying keyphrases from text

dataset deep-learning information-extraction information-retrieval keyphrase-extraction keyphrase-generation machine-learning nlp

Last synced: 10 Mar 2026

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/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/andimarafioti/audiocontextencoder

A context encoder for audio inpainting

context-encoder machine-learning paper

Last synced: 16 May 2025

https://github.com/gomezzz/msmatch

Code for the paper "MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels"

deep-learning machine-learning neural-network paper pytorch semi-supervised-learning

Last synced: 16 May 2025

https://github.com/SmartTensors/GeoThermalCloud.jl

Geothermal Cloud for Machine Learning

geothermal julia machine-learning unsupervised-machine-learning

Last synced: 07 May 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/roatienza/ml

Foundations of Machine Learning Course Materials.

gmm linear-algebra linear-regression machine-learning optimization pca probability svm vector-calculus

Last synced: 02 Sep 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/probcomp/cgpm

Library of composable generative population models which serve as the modeling and inference backend of BayesDB.

bayesian-inference data-analysis machine-learning probabilistic-programming tabular-data

Last synced: 19 Oct 2025

https://github.com/kgnlp/allophant

A multilingual phoneme recognizer capable of generalizing zero-shot to unseen phoneme inventories.

cross-lingual machine-learning multilingual neural-networks phoneme-recognition speech-recognition zero-shot

Last synced: 04 Mar 2026

https://github.com/ghutchis/conformer-benchmark

Data and scripts for comprehensive benchmark of conformer relative energies

chemistry conformers density-functional-theory machine-learning quantum-mechanics thermochemistry

Last synced: 15 Feb 2026

https://github.com/srisrijakka1/real-time-face-recognition-based-attendance-monitoring-system

Attendance Management System

antispoofing attendance attendance-management attendance-management-system attendance-monitoring attendance-record attendance-system attendance-tracking automail cloud colab colab-notebook face-detection face-recognition facedetection facerecognition machine-learning python

Last synced: 06 Oct 2025

https://github.com/tungsten-ai/tungstenkit

ML container made simple

ai deep-learning docker machine-learning ml model-deployment model-management

Last synced: 14 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/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/donny-hikari/facelock

Recognize your face, lock your computer when you are absent or when others appear.

cnn computer-vision deep-learning face-recognition machine-learning opencv

Last synced: 12 Apr 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/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/miladfa7/visionface

VisionFace: All-in-one face analysis framework: detection, recognition, embeddings, landmarks, anti-spoofing and support visualization

deep-learning face face-analysis face-detection face-landmarks face-recognition face-search machine-learning visionface

Last synced: 15 Aug 2025

https://github.com/kyegomez/awesome-robotic-foundation-models

A vast array of Multi-Modal Embodied Robotic Foundation Models!

ai artificial-intelligence artificial-neural-networks functions machine-learning ml multi-modal robotics

Last synced: 16 Jun 2026

https://github.com/business-science/gpu_accelerated_forecasting_modeltime_gluonts

GPU-Accelerated Deep Learning for Time Series using Modeltime GluonTS (Learning Lab 53). Event sponsors: Saturn Cloud, NVIDIA, & Business Science.

business-science deep-learning forecast forecasting gluon gluonts machine-learning modeltime modeltime-gluonts mxnet time-series

Last synced: 27 Jan 2026

https://github.com/emptymalei/deep-learning

time series forecasting with deep learning

contrastive-model deep-learning forecasting gan generative-model machine-learning python self-supervised-learning

Last synced: 16 Mar 2025

https://github.com/AshishKumar4/FlaxDiff

A simple, easy-to-understand library for diffusion models using Flax and Jax. Includes detailed notebooks on DDPM, DDIM, and EDM with simplified mathematical explanations. Made as part of my journey for learning and experimenting with generative AI.

ai-research attention ddim ddpm deep-learning diffusion diffusion-models distributed-training edm flax generative-ai image-generation image2image jax karras machine-learning score-based-generative-modeling stable-diffusion tensorflow unet