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/mapbox/gabbar

Guarding OpenStreetMap from harmful edits using machine learning

banished jupyter-notebook machine-learning openstreetmap scikit-learn vandalism

Last synced: 12 Apr 2025

https://github.com/gsurma/cnn_explainer

Making CNNs interpretable.

artificial-intelligence cnn cnn-classification cnn-explainer convolutional-neural-network convolutional-neural-networks explainable-ai gradcam gradcam-heatmap gradcam-visualization heatmaps imagenet imagenet-classifier interpretability machine-learning occlusion occlusions python pytorch

Last synced: 12 May 2025

https://github.com/tarcisio-marinho/a-deep-learning-approach-to-web-application-firewall

Avoid malicious payloads in your webapp with machine learning!

evasion firewall hacktoberfest hacktoberfest2020 machine-learning payload security security-audit security-tools web-application-firewall

Last synced: 12 Jul 2025

https://github.com/sanidhyy/quill

Quill is an open-source software to make chatting to your PDF files easy.

ai artifical-intelligence css html js kinde machine-learning next nextjs quill react shadcn-ui tailwindcss typescript vercel

Last synced: 13 Apr 2025

https://github.com/blankeos/scoliovis

🦴 Automated Cobb Angle Measurement on Anterior-Posterior Spine X-Rays using Multi-Instance Keypoint Detection with Keypoint RCNN Thesis Package

computer-vision fastapi machine-learning pytorch react webapp

Last synced: 03 Jul 2025

https://github.com/aaltoml/periodicbnn

Code for 'Periodic Activation Functions Induce Stationarity' (NeurIPS 2021)

activation-functions deep-learning machine-learning neural-network

Last synced: 17 Jan 2026

https://github.com/madsjulia/svr.jl

Support Vector Regression for Unsupervised Machine Learning

data-analysis data-analytics libsvm machine-learning mads model-analysis model-reduction regression support-vector-machine support-vector-machines support-vector-regression

Last synced: 22 Apr 2025

https://github.com/marpogaus/bernstein_flow

A normalizing flow using Bernstein polynomials for conditional density estimation.

bernstein-polynomials machine-learning probabilistic-modeling regression tensorflow-probability tensorflow2

Last synced: 22 Apr 2025

https://github.com/trainingbypackt/professional-azure-sql-database-administration-second-edition

Equip yourself with the skills required to manage and maintain data on the Cloud.

azure database dtu georeplication machine-learning powershell sql ssms

Last synced: 03 Jul 2025

https://github.com/lanterndata/lantern_extras

Routines for generating, manipulating, parsing, importing vector embeddings into Postgres tables

ai database image-processing knn machine-learning open-source postgres postgresql rust vector ycombinator

Last synced: 07 Oct 2025

https://github.com/apssouza22/computer-vision

A collection of computer vision projects

computer-vision deep-learning machine-learning

Last synced: 18 Jan 2026

https://github.com/ajitharunai/facial-emotion-recognition-with-opencv-and-deepface

deep-learning deepface emotion-recognition face-recognition machine-learning

Last synced: 07 Oct 2025

https://github.com/giuse/machine_learning_workbench

Workbench for practical machine learning in Ruby.

black-box-optimization evolution-strategies evolutionary-algorithm evolutionary-algorithms evolutionary-computation evolutionary-strategy machine-learning machine-learning-algorithms machine-learning-workbench modeling natural-evolution-strategies neural-network neural-networks neuroevolution optimization optimization-algorithms reinforcement-learning rubyml

Last synced: 08 Oct 2025

https://github.com/clarifai/clarifai-nodejs

Experience the power of Clarifai’s AI platform with the nodejs SDK. 🌟 Star to support our work!

artificial-intelligence clarifai clarifai-api clarifai-javascript computer-vision deep-learning image-classification language-models llm machine-learning natural-language-processing nextjs nodejs object-detection pretrained-models rag text-classification text-generation text-summarization visual-search

Last synced: 13 Apr 2025

https://github.com/pnnl/pychip_gui

pyCHIP is a tool for segmentation and feature classification in transmission electron microscopy (TEM) images based on a small support set of user-provided examples.

electron-microscopy gui machine-learning python

Last synced: 05 Jul 2025

https://github.com/vsimkus/torch-reparametrised-mixture-distribution

PyTorch implementation of the mixture distribution family with implicit reparametrisation gradients.

data-science gradients machine-learning mixture-distributions mixture-model mixture-of-gaussians pytorch variational-inference

Last synced: 10 Oct 2025

https://github.com/aggrathon/caraisimulator

Selfdriving car AI and a simulator to drive in

ai csharp machine-learning neural-network python python3 simulator tensorflow unity unity3d

Last synced: 24 Aug 2025

https://github.com/bobmcdear/flaim

Flax Image Models - State-of-the-art pre-trained vision backbones for Flax.

computer-vision deep-learning flax jax machine-learning

Last synced: 01 Mar 2026

https://github.com/thesofakillers/gigachadify

🗿 gigachadify any face

deepfakes faceswap machine-learning meme-generator

Last synced: 25 Jul 2025

https://github.com/fracpete/collective-classification-weka-package

Semi-Supervised Learning and Collective Classification

java machine-learning plugin semi-supervised-learning weka

Last synced: 22 Apr 2025

https://github.com/robertklee/kitti-roadseg

A course project for road segmentation using a U-Net Convolutional Neural Network on the KITTI ROAD 2013 dataset

computer-vision image-segmentation kitti-dataset machine-learning neural-network road-segmentation

Last synced: 12 Sep 2025

https://github.com/pachyderm/neon-workshop

A Pachyderm deep learning tutorial for conference workshops

containers data-engineering data-pipelines data-science deep-learning docker kubernetes machine-learning python

Last synced: 02 Mar 2026

https://github.com/kyegomez/eaot

The open source implementation of "Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers"

artificial-intelligence gpt4 llama llama2 machine-learning prompt-engineering prompting

Last synced: 29 Jul 2025

https://github.com/spidy20/rice_disease_prediction_gui

Rice Disease Prediction App using SVM Machine learning algorithm with tkinter

deep-learning machine-learning rice-diseases rise-disease-prediction sklearn sm spidy20 tkinter-gui

Last synced: 18 Aug 2025

https://github.com/apexrl/codail

Implementation of CoDAIL in the ICLR 2020 paper <Multi-Agent Interactions Modeling with Correlated Policies>

imitation-learning machine-learning multi-agent-reinforcement-learning

Last synced: 07 Apr 2025

https://github.com/qiushisun/statistical-methods-and-machine-learning

2021 Spring (Statistical Methods and Machine Learning) 统计方法与机器学习

anova ecnu-dase linear-regression machine-learning mnist-handwriting-recognition statistics

Last synced: 20 Aug 2025

https://github.com/radiantearth/community-sprints

This repo is used to organize and collaborate in sprints for code projects, hackathons, STAC and metadata specs development

artificial-intelligence computer-vision geospatial-analysis geospatial-data global-development machine-learning satellite-imagery

Last synced: 12 Apr 2025

https://github.com/kyosek/ngboost-experiments

Play around with NGBoost and compare with LightGBM and XGBoost

boosting-algorithms house-price-prediction lightgbm machine-learning ngboost

Last synced: 15 May 2025

https://github.com/kentonishi/jtr-cvpr-2024

[CVPR 2024] Joint-Task Regularization for Partially Labeled Multi-Task Learning

computer-vision cvpr2024 machine-learning multitask-learning

Last synced: 23 Mar 2025

https://github.com/ubccr/terf

Go library for reading/writing TensorFlow TFRecords file format

golang machine-learning tensorflow-examples

Last synced: 27 Jul 2025

https://github.com/eshikashah/skillship-internship-data-science-projects

Utilized this lockdown to do something productive. SkillShip foundation provided and internship opportunity and here's the outcome. The projects made by me in these 2 months.

classification data-science internship machine-learning regression

Last synced: 28 Jul 2025

https://github.com/bastian/abstractive-summarization-of-meetings

The source code for my bachelor's thesis "Abstractive Summarization of Meetings"

abstractive-summarization bachelor-thesis bert machine-learning tensorflow texar transformer

Last synced: 23 Mar 2025

https://github.com/polyaxon/cli

Polyaxon Core Client & CLI to streamline MLOps

data-science dataops deep-learning hyperparameter-optimization kubernetes machine-learning ml mlops pytorch scikit-learn tensorflow workflows

Last synced: 25 Aug 2025

https://github.com/omarsar/machine_learning_fundamentals

:green_book: Machine Learning - A Friendly Handbook :green_book: (Open Notes)

book handbook machine-learning neural-network

Last synced: 03 Jan 2026

https://github.com/s22s/pre-lt-raster-frames

Spark DataFrames for earth observation data

earth-observation geotrellis image-processing machine-learning scala spark spark-ml sparksql

Last synced: 03 Oct 2025

https://github.com/c99koder/AudioClassifier-MQTT

Use the yamnet TensorFlow model to classify live audio from a microphone and publish the predicted results to Home Assistant via MQTT

audio audio-analysis home-assistant machine-learning mqtt python3 tensorflow-lite yamnet

Last synced: 07 Apr 2025

https://github.com/koenvervloesem/rasa-docker-arm

Rasa Docker image for ARMv7. Runs on a Raspberry Pi.

arm armhf armv7 armv7l bot bot-framework bots chatbot chatbots chatbots-framework docker docker-image machine-learning natural-language-processing nlp nlu rasa raspberry-pi raspberry-pi-4 raspberry-pi-4b

Last synced: 01 Oct 2025

https://github.com/mcarlomagno/cardrivingresnet

🚗 Browser game where a vehicle is driven through the camera using the ResNet model (Residual Network) to estimate the position of the hands.

css html javascript machine-learning posenet residual-network resnet-model tensorflow tensorflowjs vehicle

Last synced: 28 Jun 2025

https://github.com/robinka/web-deep-image-prior

Deep Image Prior for denoising, superresolution, inpainting and more in the browser

browser denoising functional inpainting keras machine-learning neural-networks react super-resolution tensorflow typescript web

Last synced: 04 Aug 2025

https://github.com/changhuixu/lstm-sentiment-analysis

LSTM sentiment analysis. Please look at my another repo for SVM and Naive algorithem

dictionary l1-lstm lstm lstm-layes machine-learning review sentiment sentiment-analysis

Last synced: 20 Aug 2025

https://github.com/yhtang/graphdot

GPU-accelerated Marginalized Graph Kernel with customizable node and edge features; Gaussian process regression.

cheminformatics cuda gpu graph-algorithms machine-learning python

Last synced: 15 Apr 2025

https://github.com/ahmetfurkandemir/online-istanbul-applied-data-science-102-bootcamp

Online Istanbul Applied Data Science 102 Bootcamp (Start : 15 August, Finish : 7 November)

bootcamp data-science deep-learning kodluyoruz machine-learning

Last synced: 15 Apr 2025

https://github.com/microsoft/masc

Microsoft's contributions for Spark with Apache Accumulo

accumulo apache big-data machine-learning spark

Last synced: 02 Oct 2025

https://github.com/heet9022/recruitai

Recruitment Assisting platform which will help recruiters filter out resumes for a particular job profile

linkedin-scraper machine-learning recruiter resume-classfier

Last synced: 23 Sep 2025

https://github.com/xai-demonstrator/xai-demonstrator

The XAI Demonstrator is a modular platform that lets users interact with production-grade Explainable AI (XAI) systems.

ai docker explainable-ai fastapi huggingface-transformers keras machine-learning mobile-first pytorch tensorflow vuejs xai

Last synced: 01 Sep 2025

https://github.com/negrinho/research_toolbox

Utilities to help manage a machine learning experimental workflow

machine-learning research-data-management utilities utility-library workflow-management

Last synced: 06 Sep 2025

https://github.com/study-assist/browser-extension

A tool to help you organise your bookmarks intelligently

bookmarks bookmarks-manager browser-extension data-analysis machine-learning natural-language-processing nlp

Last synced: 06 Apr 2025

https://github.com/lucko515/dataset-dimensionality-reduction-python

Here I've demonstrated how and why should we use PCA, KernelPCA, LDA and t-SNE for dimensionality reduction when we work with higher dimensional datasets.

dimensionality-reduction kernel-pca lda machine-learning pca tsne

Last synced: 14 Apr 2025

https://github.com/fbruzzesi/sklearn-smithy

Toolkit to forge scikit-learn compatible estimators

cli data-science machine-learning python scikit-learn webui

Last synced: 16 Sep 2025

https://github.com/kenethgarcia/classipygrb

This repository contains all the updates, code, and documentation related to ClassiPyGRB.

astrophysics grbs machine-learning machine-learning-algorithms unsupervised-learning unsupervised-machine-learning

Last synced: 30 Oct 2025

https://github.com/polakowo/mlprojects

Some of my ML projects and Kaggle competitions

fastai machine-learning pytorch sklearn tensorflow

Last synced: 07 May 2025

https://github.com/iitzco/deepzoo

:wolf: :tiger: :whale2: :elephant: :monkey: Deep Learning model Zoo

artificial-intelligence deep-learning machine-learning modelzoo python

Last synced: 05 May 2025

https://github.com/kyegomez/forest-of-thoughts

A forest of autonomous agents.

ai artificial-intelligence machine-learning ml multi-modal multi-modality

Last synced: 07 May 2025

https://github.com/ashwinpn/containers--ml-and-cloud-computing

Everything about how to deploy projects on the cloud, run ML workloads on the HPC cluster and on the cloud and the efficient configuration and management of related collaborative platforms [e.g. container orchestration].

aws cloud cloud-computing containers deep-learning deployment docker docker-image dockerfile google google-cloud-platform k8s-cluster kubernetes kubernetes-cluster machine-learning pytorch vagrant

Last synced: 13 Apr 2025

https://github.com/persts/BBoxEE

Bounding Box Editor and Exporter

annotation-tool annotator bounding-boxes boundingbox camera-traps machine-learning

Last synced: 13 Apr 2025

https://github.com/deepraj1729/tchatbot

A ChatBot framework to create customizable all purpose Chatbots using NLP, Tensorflow, Speech Recognition

artificial-intelligence chatbot-framework conda deep-learning framework git github machine-learning neural-networks nlp nltk numpy pip pypi python3 sklearn speech-recognition tensorflow virtual-environment

Last synced: 13 Apr 2025

https://github.com/srzstephen/disavu

A disaster response solution that helps allocate resources to where they're needed.

amazon-sagemaker-lab aws disaster-response fastai2 machine-learning python rust rust-lang sagemaker-studio-lab typescript

Last synced: 11 Apr 2025

https://github.com/viveckh/new-ml-data-science-framework-tutorials-by-ej

Internet's Most Popular Tutorials on Fresh-off-the-shelf ML & Data Science Technologies, Authored by Yours Truly.

crash-course data-science directed-acyclic-graph facebookai hiplot hiplot-tutorial ibm-qiskit machine-learning metaflow metaflow-tutorial netflix python python-library qiskit-tutorial qiskit-workshop-materials quantum-computing quantum-programming tutorials

Last synced: 19 Mar 2025

https://github.com/rasbt/b3-basic-batchsize-benchmark

Experiments for the blog post "No, We Don't Have to Choose Batch Sizes As Powers Of 2"

deep-learning deep-neural-networks machine-learning neural-networks

Last synced: 05 May 2025

https://github.com/src-d/models

Machine learning models for MLonCode trained using the source{d} stack

machine-learning mlosc model nlp source-code

Last synced: 17 Feb 2026

https://github.com/code-kern-ai/refinery-python-sdk

Official Python SDK for Kern AI refinery.

active-learning data-centric-ai deep-learning labeling labeling-tool machine-learning natural-language-processing neural-search nlp python sdk spacy supervised-learning text-annotation text-classification transformer

Last synced: 16 Jul 2025

https://github.com/yashksaini-coder/codsoft

This was a simple virtual internship where i mainly created machine learning models to perform tasks like Classification & Prediction

codsoft codsoft-internship codsoftinternship machine-learning machine-learning-algorithms

Last synced: 11 Apr 2025

https://github.com/bpesquet/pyfit

A minimalist neural networks library built on a tiny autograd engine

autodifferentiation machine-learning neural-networks python

Last synced: 02 Apr 2026

https://github.com/ruisiang/face2id

Project to quickly transform face biometrics into UUIDs

biometrics face-recognition identification machine-learning nodejs

Last synced: 20 Jun 2025

https://github.com/san089/big_data_project

Fake News Detection - Feature Extraction using Vectorization such as Count Vectorizer, TFIDF Vectorizer, Hash Vectorizer,. Then used an Ensemble model to classify whether the news is fake or not.

classifiers ensemble-model fakenewsdetection machine-learning news-classification scikit-learn text-mining textclassification vectorization vectorizers

Last synced: 13 Mar 2026

https://github.com/phreakyphoenix/mxnet-gluoncv-aws-coursera

This repo includes my solutions to the Coursera course offered by AWS titled "AWS Computer Vision: Getting Started with GluonCV", in addition to more tutorials and in-depth handson labs. Please :star2: the repo if you like it :point_up: Create an Issue or preferably a PR for any improvement. :rocket:

aws colab-notebook computer-vision coursera coursera-assignment coursera-assignment-solution deep-learning fashion-mnist gluon gluoncv image-classification machine-learning mnist-handwriting-recognition mxnet mxnet-gluon mxnet-gluon-interface mxnet-imageclassification mxnet-neural-network mxnet-notebooks object-detection

Last synced: 12 Mar 2026

https://github.com/cossio/restrictedboltzmannmachines.jl

Train and sample Restricted Boltzmann machines in Julia

julia machine-learning rbm

Last synced: 11 Oct 2025

https://github.com/stanislavgrigoriev/easycntk

C# library for easy Deep Learning and Deep Reinforcement Learning. It is wrapper over C# CNTK API. Has implementation of layers (LSTM, Convolution etc.), optimizers, losses, shortcut-connections, sequential model, sequential multi-output model, agent teachers, policy gradients, actor-critic etc. Contains helpers for work with dataset (split, statistics, SMOTE etc). Allows train, evaluate and inference deep neural networks in style similar to Keras.

c-sharp cntk cognitive-toolkit deep-learning deep-learning-library deep-neural-networks machine-learning

Last synced: 02 Jul 2025

https://github.com/zakroum-hicham/football-analysis-cv

This repository contains a computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, and perspective transformation to analyze player movements in football videos

ai computer-vision data-science football-analytics kmeans-clustering machine-learning opencv yolov8

Last synced: 26 Mar 2025

https://github.com/lsorber/neo-ls-svm

Neo LS-SVM is a modern Least-Squares Support Vector Machine implementation

conformal-prediction gaussian-processes kernel-methods kernel-ridge-regression ls-svm machine-learning prediction-intervals python support-vector-machines

Last synced: 28 Apr 2025

https://github.com/QuantiusBenignus/BlahST

Input text from speech in any Linux window, the lean, fast and accurate way, using whisper.cpp offline.

accessibility ai bloat-free bloatfree cli command-line command-line-tool desktop-integration gnome kiss llm machine-learning no-nonsense speech-recognition speech-to-text whisper whisper-cpp

Last synced: 11 Mar 2025

https://github.com/hdmamin/jabberwocky

An Alexa skill providing a conversational interface to any public figure (as mimicked by GPT3). The legacy GUI is no longer maintained.

alexa alexa-skill audio chatbot gpt3 machine-learning python speech-recognition

Last synced: 14 Jan 2026

https://github.com/vmc-7645/YOLOv8-retail

Detect retail products via the YOLOv8 object recognition engine.

ai computer-vision deep-learning machine-learning object-detection pytorch yolo yolov8

Last synced: 21 Apr 2025

https://github.com/cassiobotaro/sentibol

:soccer: Notebook feito para analisar o case do Sentibol

machine-learning python3 sentiment-analysis

Last synced: 26 Apr 2025

https://github.com/ofai/hub-toolbox-python3

Hubness analysis and removal functions

data-mining high-dimensional-data hubness machine-learning

Last synced: 11 Oct 2025

https://github.com/lukehollis/agentics-3d

Create multi-agent simulations in game engines for realistic human behaviors and synthetic training data

civilization machine-learning npc reinforcement-learning unity world-models

Last synced: 22 Apr 2025

https://github.com/vidursatija/tf-hack2.0

⚡#PoweredByTF 2.0 Challenge! [ /w @inishchith ]

cv green-app hackathon javascript machine-learning python python3 tensorflow

Last synced: 02 Sep 2025

https://github.com/haghish/shapley

Weighted Shapley Values and Weighted Confidence Intervals for Multiple Machine Learning Models and Stacked Ensembles

class-imbalance class-imbalance-problem feature-extraction feature-importance feature-selection machine-learning machine-learning-algorithms shap shap-analysis shap-values shapely shapley-additive-explanations shapley-decomposition shapley-value shapley-values shapleyvalue weighted-shap weighted-shap-confidence-interval weighted-shapley weighted-shapley-ci

Last synced: 21 Feb 2026

https://github.com/atomicsulfate/meshcnn-4-cadseg

Improved MeshCNN for surface type segmention on realistic CAD models.

cad cnn deep-learning machine-learning mesh pytorch segmentation

Last synced: 21 Jul 2025

https://github.com/mlr-org/mlr3hyperband

Successive Halving and Hyperband in the mlr3 ecosystem

automl bbotk hyperband hyperparameter-tuning machine-learning mlr3 optimization r tune tuning

Last synced: 07 Mar 2026

https://github.com/devinterview-io/probability-interview-questions

🟣 Probability interview questions and answers to help you prepare for your next machine learning and data science interview in 2025.

ai-interview-questions coding-interview-questions coding-interviews data-science data-science-interview data-science-interview-questions data-scientist-interview interview-practice interview-preparation machine-learning machine-learning-and-data-science machine-learning-interview machine-learning-interview-questions probability probability-interview-questions probability-questions probability-tech-interview software-engineer-interview technical-interview-questions

Last synced: 12 Feb 2026

https://github.com/bsamseth/tictacnet

Solving Tic-Tac-Toe with Neural Networks.

ai board-game keras machine-learning neural-network tensorflow tic-tac-toe tictactoe

Last synced: 11 Mar 2026

https://github.com/getindata/quickstart-ml-blueprints

Data science project development best practices and state of the art open-source tooling forged into a set of solved ML use cases to serve as blueprints for efficient prototyping.

data-science machine-learning

Last synced: 09 Apr 2025