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: 2026-07-09 00:18:22 UTC
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https://github.com/allisterb/ClassifyBot

Automate building ML classification pipelines in .NET

data-engineering dotnet machine-learning

Last synced: 29 Sep 2025

https://github.com/ihabbendidi/voice-authentification-api

A RESTFUL API implementation of an authentification system using voice fingerprint

api authentication encoding flask gmm machine-learning mfcc mfcc-analysis mfcc-extractor mfcc-features security server voice voice-recognition

Last synced: 16 Aug 2025

https://github.com/edrubin/ec524w22

Masters-level applied econometrics course—focusing on prediction—at the University of Oregon (EC424/524 during Winter quarter, 2022) Taught by Ed Rubin

course data-science econometrics machine-learning prediction university

Last synced: 04 Jan 2026

https://github.com/hamzaezzra/mlpdr

Moroccan license plate detection & recognition. Built with YOLOv3 and PyQt.

anpr dataset machine-learning moroccan-license-plates plate-detection plate-recognition python yolov3

Last synced: 04 Sep 2025

https://github.com/thinklab-sjtu/hardsatgen

[SIGKDD 2023] HardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware Baseline

combinatorial-optimization generative-model graph-neural-networks machine-learning satisfiability

Last synced: 20 Aug 2025

https://github.com/BojarLab/CandyCrunch

Predicting glycan structure from LC-MS/MS data

bioinformatics glycans machine-learning mass-spectrometry python

Last synced: 28 Sep 2025

https://github.com/ukrbublik/you-can-not-recommend

Recommender system engine on NodeJS

collaborative-filtering machine-learning matrix-factorization nodejs ratings recommendation-engine recommendation-system recommender-system

Last synced: 03 Oct 2025

https://github.com/costrouc/mse-machinelearning-notebooks

Machine Learning Introduction for a Material Scientist

binder-ready machine-learning materials-science python

Last synced: 23 Mar 2025

https://github.com/muxamilian/poor-mans-vr

Watch videos in VR using only your front camera + tensorflow.js

computer-vision machine-learning virtual-reality

Last synced: 14 Apr 2025

https://github.com/alexcg1/easy_text_generator

Generate text from machine-learning models right in your browser

machine-learning nlp python streamlit

Last synced: 14 Sep 2025

https://github.com/akai01/caretforecast

Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms

caret conformal-prediction data-science econometrics forecast forecasting forecasting-models machine-learning macroeconometrics microeconometrics r time-series time-series-forcasting time-series-prediction

Last synced: 07 Apr 2025

https://github.com/theroyakash/adam

Implementation of Adam Optimization algorithm using Numpy

adam-optimizer algorithms deep-learning machine-learning numpy numpy-neural-network python3

Last synced: 12 Apr 2025

https://github.com/lucko515/search-book-by-cover-server

This is the main repository for the Book Search project. This engine allows you to search database of books by simply uploading an image of a cover.

content-based-image-retrieval deep-learning end-to-end-machine-learning flask machine-learning tensorflow

Last synced: 14 Apr 2025

https://github.com/stefen-taime/car-price-predictor

Predicting Car Prices with FastAPI, Streamlit, MLflow, Kafka, and Debezium: A Practical Demonstration

data data-science dataanalysis-projects engineering machine-learning mlops predictive-modeling

Last synced: 04 Aug 2025

https://github.com/marian-nmt/sotastream

A library for data streaming and augmentation

data-augmentation data-streaming machine-learning pretraining

Last synced: 29 Jul 2025

https://github.com/albumentations-team/albucore

A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for developers working in computer vision who require efficient and scalable image augmentation.

albumentations artificial-intelligence automation computer-vision data-augmentation deep-learning efficiency high-performance-computing image-augmentation image-processing machine-learning neural-networks opencv performance-optimization python

Last synced: 16 Jun 2025

https://github.com/ilias-ant/adversarial-validation

A tiny framework to perform adversarial validation of your training and test data.

adversarial-validation data-drift machine-learning

Last synced: 10 Apr 2025

https://github.com/girafe-ai/journal-club

Slides and info for girafe-ai Journal Club

articles-summaries computer-vision deep-learning journal-club machine-learning python sota

Last synced: 10 Apr 2025

https://github.com/mainakrepositor/liver-disease-prediction

Detect and predict the onset or presence of hepatic disease in the patient using machine learning

decision-tree-classifier dep machine-learning streamlit

Last synced: 02 May 2025

https://github.com/bkj/basenet

Pytorch NN helpers

computer-vision machine-learning neural-network nlp pytorch

Last synced: 15 Jun 2025

https://github.com/lightning-ai/lightning-habana

Lightning support for Intel Habana accelerators.

deep-learning machine-learning python pytorch

Last synced: 11 Apr 2025

https://github.com/augus1999/bayesian-flow-network-for-chemistry

ChemBFN: Bayesian Flow Network Framework for Chemistry Tasks. Developed in Hiroshima University.

bayesian-flow-networks cheminformatics chemistry generative-model machine-learning molecular-modeling qsar qspr transformer

Last synced: 10 Apr 2025

https://github.com/lab-cosmo/atomistic-cookbook

A collection of simulation recipes for the atomic-scale modeling of materials and molecules

atomistic-simulations machine-learning modeling molecular-dynamics simulation

Last synced: 03 May 2025

https://github.com/skshadan/opencv-dji-drones

Use OpenCV with any model of DJI Drones, you can gain access to the real-time camera feed of your drone. This allows for live streaming and analysis of the drone's field of view, providing valuable insights for various applications including aerial photography, surveying, and drone-based monitoring systems.

aerial-photography aerial-surveying aws dji dji-drone dji-drones drone-api drones environmental-monitoring machine-learning object-detection opencv real-time-video-processing rtmp-server video-streaming

Last synced: 08 Sep 2025

https://github.com/alessandrocorradini/university-of-michigan-applied-data-science-with-python-specialization

Repository for the Applied Data Science with Python Specialization from University of Michigan on Coursera

coursera coursera-specialization data-science machine-learning mooc moocs

Last synced: 07 Sep 2025

https://github.com/virtualscenery/greenscreenstream

Generate MediaStreams for Canvas & Video elements based on MediaStream and a background using pure shaders and / or machine-learning. Just using JavaScript/Typescript. Renders in browser

canvas greenscreen machine-learning mediastream mediastream-api shaders tensorflow usermedia webgl2 webrtc

Last synced: 07 Jul 2025

https://github.com/theeluwin/kata

Let's study.

machine-learning

Last synced: 17 Jan 2026

https://github.com/trainindata/forecasting-with-machine-learning

Code repository for the course "Forecasting with Machine Learning Models"

forecasting machine-learning time-series

Last synced: 17 Jan 2026

https://github.com/sinanuozdemir/oreilly-transformers-nlp-mlops

Session on MLOps

data-science deep-learning machine-learning mlops natural-language-processing nlp python transformers

Last synced: 24 Feb 2025

https://github.com/hand10ryo/PyTorchCML

PyTorchCML is a library of PyTorch implementations of matrix factorization (MF) and collaborative metric learning (CML), algorithms used in recommendation systems and data mining.

collaborative-filtering implicit-feedback machine-learning metric-learning python pytorch recommender-system

Last synced: 29 Apr 2025

https://github.com/mcarlomagno/fluttermobilenet

🦾🤖 Mobilenet model implementation for image classification using the tflite library, a Flutter plugin for accessing TensorFlow Lite API.

artifficial-intelligence dart flutter image-classification machine-learning mobilenets tensroflow

Last synced: 28 Jun 2025

https://github.com/unpackai/unpackai

The Unpack.AI library

artificial-neural-networks deep-learning educational machine-learning python

Last synced: 18 Mar 2025

https://github.com/rubydamodar/the-ultimate-pandas-bootcamp

Welcome to the Pandas for Data Science repository! This course is designed to take you from beginner to proficient in using Pandas, the powerful data manipulation library in Python. Whether you're just starting your data science journey or looking to sharpen your skills, this repository contains all the resources

beginner-friendly csv-data data-analysis data-cleaning data-manipulation data-science data-visualization dataframe exploratory-data-analysis jupyter-notebook machine-learning matplotlib numpy pandas python python-pandas series statistical-analysis time-series titanic-dataset

Last synced: 19 Apr 2025

https://github.com/jernejk/mlsample.simpletransactiontagging

This is an simple example of tagging bank transactions with ML.NET

automl blazor-application classification machine-learning ml-net

Last synced: 26 Jun 2025

https://github.com/Cumulocity-IoT/r-pmml

Generate PMML for various machine learning and statistical models.

machine-learning pmml r zementis

Last synced: 31 Oct 2025

https://github.com/gyrdym/ml_preprocessing

Implementation of popular data preprocessing algorithms for Machine learning

data-preprocessing data-science machine-learning machine-learning-algorithms onehot-encoder ordinal-encoder

Last synced: 21 Mar 2025

https://github.com/Drakkar-Software/OctoBot-Script

Quant framework by OctoBot

ai backtesting cryptocurrency deep-learning exchange machine-learning ml octobot python quant reinforcement-learning technical-analysis

Last synced: 08 May 2025

https://github.com/lanl/pydnmfk

Python Distributed Non Negative Matrix Factorization with custom clustering

cupy distributed-computing hpc latent-features machine-learning mpi4py nccl nonnegative-matrix-factorization outofmemory python tensorfactorization

Last synced: 12 Apr 2025

https://github.com/simonblanke/optimization-tutorial

Tutorials for the optimization techniques used in Gradient-Free-Optimizers and Hyperactive.

gradient-free-optimization hyperactive hyperparameter-optimization machine-learning optimization tutorial visualization

Last synced: 05 May 2025

https://github.com/nxexox/pymlup

MLup is framework for easy and fast run ML in production

api asyncio fastapi framework json jupyter-notebook lightgbm machine-learning mlops mlup onnx pydantic pymlup pytorch rest tensorflow uvicorn web webapi

Last synced: 13 Apr 2025

https://github.com/gaelfoppolo/coreml-flowers

Sample app that predicts the flower type on an image, using Core ML and the Oxford 102 category flower dataset.

coreml coreml-framework coremltools flowers ios machine-learning swift

Last synced: 11 Apr 2025

https://github.com/rfeinman/learning-to-learn

Code for "Learning Inductive Biases with Simple Neural Networks" (Feinman & Lake, 2018).

cognitive-science inductive-biases learning-to-learn machine-learning neural-networks

Last synced: 20 Mar 2025

https://github.com/umitkaanusta/mactahminbotu

A bot that provides soccer predictions using Poisson regression

betting bot bots football football-data gambling machine-learning poisson poisson-regression soccer soccer-data soccer-predictions sport sports sports-analytics sports-betting telegram telegram-bot

Last synced: 05 May 2025

https://github.com/benedekrozemberczki/FSCNMF

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

analytics artifical-intelligence data-mining data-science deepwalk embedding factorization-machine fscnmf graph-embedding graph2vec information-network machine-learning network-embedding nmf node-embedding node2vec pca regularization word2vec word2vec-model

Last synced: 17 Apr 2025

https://github.com/karan-malik/convnet

CNN to detect Pneumonia using Chest X-Rays

artificial-intelligence artificial-intelligence-algorithms artificial-neural-networks cnn cnn-classification cnn-keras cnn-model deep-learning deep-learning-tutorial deep-neural-networks machine-learning machine-learning-algorithms machine-learning-coursera machinelearning-python medical pneumonia pneumonia-detection python python3

Last synced: 14 Jul 2025

https://github.com/sunsided/mnist-matlab

MNIST Database of Handwritten Digits for MATLAB

database dataset handwritten-digits machine-learning matlab mnist-dataset

Last synced: 18 Mar 2025

https://github.com/silenceoverflow/cs-learning-resources

Learning Resources for Those New to Computer Science

algorithm computer-science machine-learning mooc programming

Last synced: 12 Apr 2025

https://github.com/lucasfranklinsilva/analise-de-sentimentos

Análise de Tweets com NLTK e Bloob.

analysis bloob-microservice machine-learning nltk python tweets

Last synced: 19 Jul 2025

https://github.com/blazingdb/welcome_to_blazingsql_notebooks

RAPIDS data science. No setup required.

blazingsql blazingsql-notebooks dask data-science data-visualization demos gpu jupyterlab machine-learning notebooks rapids sql

Last synced: 12 Apr 2025

https://github.com/rishit-dagli/glu

An easy-to-use library for GLU (Gated Linear Units) and GLU variants in TensorFlow.

activation-functions artificial-intelligence deep-learning glu keras machine-learning neural-network python tensorflow transformers

Last synced: 05 May 2025

https://github.com/tomzx/machine-learning-concept-map

The Machine Learning Concept Map is my attempt at reconstructing all the internal knowledge I've acquired about machine learning over the years.

concept-map machine-learning

Last synced: 11 Jan 2026

https://github.com/nxr-deen/ai-chatbot

AI Chatbot in HTML CSS & JavaScript

ai chat chatbot chatgpt css gemeni generate html javascript js machine-learning

Last synced: 23 Apr 2025

https://github.com/qbarthelemy/pypermut

Python package for permutation tests, for statistics and machine learning.

machine-learning multiple-comparisons nonparametric-tests permutation-test post-hoc python scientific-computing statistics

Last synced: 19 Apr 2025

https://github.com/alexisbalayre/uk-resume-llm

Resume Insight: Fine-Tuning LLM for Resume Analysis

fine-tuning llm machine-learning nlp

Last synced: 19 Apr 2025

https://github.com/smarie/python-m5p

An implementation of M5 and model trees in python, compliant with scikit-learn.

m5 machine-learning model prime regression scikit-learn tree

Last synced: 26 Oct 2025

https://github.com/mainakrepositor/renal-disease-detection

Detects and Predicts possible malfunctioning of human kidney based on the test reports and percentages of the associated parameters using decision tree classifier

decision-tree machine-learning python3 renal-disease streamlit

Last synced: 25 Jun 2025

https://github.com/inab/biolitmap

Code for the paper "BIOLITMAP: a web-based geolocated and temporal visualization of the evolution of bioinformatics publications" in Oxford Bioinformatics.

data-mining data-science data-visualization machine-learning maps natural-language-processing research research-paper science social-analytics-team

Last synced: 22 Apr 2025

https://github.com/tensorush/awesome-physics-programming

😎 ☄️ Collection of the most awesome learning resources on physics programming in the form of videos, tutorials and frameworks.

awesome awesome-list computational-fluid-dynamics computational-physics computer-graphics deep-learning deep-learning-physics differentiable-programming fluid-dynamics fluid-simulation frameworks learning learning-resources machine-learning physics physics-deep-learning physics-simulation programming programming-tools quantum-computing

Last synced: 08 Apr 2025

https://github.com/aliosm/ai-soco

Official FIRE 2020 Authorship Identification of SOurce COde (AI-SOCO) task repository containing dataset, evaluation tools and baselines

ai-soco authorship-identification codeforces fire2020 machine-learning pan2020 source-code

Last synced: 19 Jan 2026

https://github.com/techtonique/nnetsauce

Statistical/Machine Learning using Randomized and Quasi-Randomized (neural) networks (currently Python & R)

deep-learning machine-learning neural-networks quasi-randomized statistical-learning

Last synced: 21 Oct 2025

https://github.com/dgac/acropole

This repository contains the Acropole model for aircraft fuel flow prediction and Python packages for aircraft trajectory processing and fuel flow enhancement.

air-traffic-management aircraft-performance artificial-intelligence environment machine-learning

Last synced: 16 Mar 2026

https://github.com/niyiyu/pnw-ml

A ML-ready curated data set for a wide range of seismic signals from Pacific Northwest

dataset machine-learning seismology

Last synced: 25 Oct 2025

https://github.com/smith42/xdf-gan

A GAN for the generation of mock astronomical surveys

astronomy deep-learning gan machine-learning

Last synced: 27 Oct 2025

https://github.com/cran-task-views/modeldeployment

CRAN Task View: Model Deployment with R

cran high-performance-computing machine-learning model-deployment r rstats task-view

Last synced: 06 Oct 2025

https://github.com/hand10ryo/pytorchcml

PyTorchCML is a library of PyTorch implementations of matrix factorization (MF) and collaborative metric learning (CML), algorithms used in recommendation systems and data mining.

collaborative-filtering implicit-feedback machine-learning metric-learning python pytorch recommender-system

Last synced: 12 Apr 2025

https://github.com/simpleclub/startup_teens_machine_learning

The repository containing all code written in the Startup Teens machine learning course.

machine-learning python simpleclub startup-teens tutorial

Last synced: 22 Feb 2026

https://github.com/awslabs/bedrock-vscode-playground

Explore and experiment with large language models (LLMs) available in Amazon Bedrock

education machine-learning programming-language

Last synced: 21 Feb 2026

https://github.com/ahammadmejbah/pytorch-developers-roadmap

PyTorch is an open-source machine learning framework that provides a flexible platform for building, training, and deploying deep learning models. It is widely used for research and development in artificial intelligence, offering dynamic computation, GPU acceleration, and a rich ecosystem of libraries and tools.

ai data-science deep-learning developer machine-learning python python3 pytroch

Last synced: 27 Apr 2025

https://github.com/lucastheis/trlda

Implementations of various online inference algorithms for LDA, with Python interface.

lda machine-learning python topic-modeling variational-inference

Last synced: 16 Mar 2026

https://github.com/flyteorg/flytekit-python-template

CookieCutter template for getting started with Flyte python projects

cookiecutter cookiecutter-template data-science docker extensible flyte flytekit-python getting-started machine-learning project-structure python3

Last synced: 26 Apr 2025

https://github.com/ravin-d-27/pydeepflow

This is my own Deep Learning Package, optimized for performing Deep Learning Tasks and easy to learn and integrate into projects.

deep-learning hacktoberfest hacktoberfest-accepted hacktoberfest2024 machine-learning neural-networks python

Last synced: 08 Oct 2025

https://github.com/mainakrepositor/brain-stroke-detection

Detects Brain Stroke using machine learning models with the highest optimal probability

data-science deployment-automation gui-application machine-learning streamlit-webapp

Last synced: 02 May 2025

https://github.com/casperkristiansson/elements-of-ai-building-ai

All exercises for the course Elements of AI - Building AI

bayes-classifier bayes-rule building-ai deep-learning elements-of-ai hill-climbing linear-regression linear-regression-models logistic-regression machine-learning naive-bayes naive-bayes-algorithm naive-bayes-classifier nearest-neighbor-search neural-networks overfitting probability-fundamentals

Last synced: 01 Sep 2025

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

Projects and lessons on Deep Learning and Machine Learning

deep-learning machine-learning udacity udacity-deep-learning

Last synced: 22 Apr 2025

https://github.com/edaaydinea/365-days-of-code-2022

This coding challenge is created by Eda AYDIN. This coding challenge aims to progress from Python programming to Computer Vision, Natural Language Processing in Artificial Intelligence and Neuroscience.

artificial-intelligence coding-challenges computer-science computer-vision data-science deep-learning machine-learning natural-language-processing neuroscience python

Last synced: 11 Apr 2025

https://github.com/hoya012/fast-style-transfer-tutorial-pytorch

Simple Tutorials & Code Implementation of fast-style-transfer(Perceptual Losses for Real-Time Style Transfer and Super-Resolution, 2016 ECCV) using PyTorch.

deep-learning deep-style-transfer fast-style-transfer machine-learning pytorch pytorch-tutorial style-transfer

Last synced: 02 Jul 2025

https://github.com/sircamp/kaggle-breast-cancer-prediction

Different approaches as (ANN,DecisionTree,Bayes and KNeighbors) to solve and predict with the best accuracy malignous cancers

kaggle-competition machine-learning machine-learning-algorithms sklearn

Last synced: 15 May 2025

https://github.com/ccao-data/model-res-avm

Automated valuation model for all class 200 residential properties in Cook County (except vacant land and condos)

assessment data-science machine-learning model property-taxes r res tidymodels

Last synced: 10 Mar 2026

https://github.com/bminixhofer/tokenkit

A toolkit implementing advanced methods to transfer models and model knowledge across tokenizers.

distillation jax llms machine-learning tokenization tokenizer-transfer transfer-learning

Last synced: 15 May 2025

https://github.com/truongnv-hut/aicandy_website_imageclassification_kgqipnbv

Deploy an Image classification website with Ngrok

aicandy artificial-intelligence deep-learning deploy image-classification machine-learning

Last synced: 06 Mar 2025

https://github.com/eliben/radgrad

Tracing-based reverse mode automatic differentiation (like autograd!)

autograd automatic-differentiation backpropagation gradient machine-learning python

Last synced: 14 Jul 2025

https://github.com/bartczernicki/ArtificialIntelligence-Presentations

Public location of delivered Artificial Intelligence & Machine Intelligence Presentations

analytics artificial-intelligence data-science machine-learning

Last synced: 18 Apr 2025

https://github.com/knorth55/chainer-sort

Simple, Online, Realtime Tracking of Multiple Objects (SORT) implementation for Chainer and ChainerCV.

chainer chainercv computer-vision deep-learning machine-learning object-tracking python

Last synced: 15 Apr 2025

https://github.com/nasa/concept-tagging-api

Contains code for the API that takes in text and predicts concepts & keywords from a list of standardized NASA keywords. API is for exposing models created with the repository `concept-tagging-training`.

api concept-tag flask-application machine-learning nasa nasa-api nlp nlp-machine-learning usg-artificial-intelligence

Last synced: 26 Jan 2026

https://github.com/polywock/text2gender

Predict the author's gender from their text.

gender-classification machine-learning neural-network text-classification

Last synced: 12 Mar 2026

https://github.com/benedekrozemberczki/fscnmf

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

Last synced: 11 Apr 2025

https://github.com/52fhy/deep-learning-platforms

deep-learning platforms,framework,data（深度学习平台、框架、资料）

brainstorm caffe chainer deep-learning di-x machine-learning neural-network paddlepaddle tensorflow torch

Last synced: 01 May 2025

https://github.com/wangkua1/vmi

Code for "Variational Model Inversion Attacks" Wang et al., NeurIPS2021

generative-models machine-learning model-inversion privacy-attacks

Last synced: 27 Jul 2025

https://github.com/shubham0204/Hand-Detection-Android

Hand Detection using TFLite in Android. Uses Victor Dibia's model checkpoints.

android android-application computer-vision handtracking kotlin kotlin-android machine-learning object-detection tensorflow-lite tensorflow-object-detection-api tensorflow2

Last synced: 05 Oct 2025

https://github.com/leonid20000/odin-tabs

The Odin Tabs extension is a browser extension that allows you to navigate through your browser tabs using speech recognition and the Large Language Model (LLM) of your choice.

accessibility artificial-intelligence assistive-technology chatgpt-api chrome-extension interaction-design large-language-models machine-learning natural-language-processing openai-api portfolio productivity-tools rag speech-to-text tab-management tab-navigation ui user-interface web-accessibility web-automation