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: 2026-07-10 00:18:27 UTC
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https://github.com/silviobaratto/stockpy

Deep Learning Regression and Classification Library built on top of PyTorch and Pyro

classification deep-learning machine-learning pyro python pytorch regression

Last synced: 13 Apr 2025

https://github.com/khuyentran1401/numerical-optimization-machine-learning

Codes for popular numerical optimization methods and machine learning algorithms

determinant-calculation gauss-elimination linear-algebra machine-learning machine-learning-algorithms matrix normalization numerical-optimization python3 vectors

Last synced: 13 Apr 2025

https://github.com/chaganti-reddy/evmarket-india

Electric Vehicle Market Segmentation Analysis in India

data-analysis data-science machine-learning market-segmentation pandas python

Last synced: 12 Apr 2025

https://github.com/fabsta/interesting_notebooks

A collection of Data Science Jupyter notebook (reference material)

data-science eda jupyter-notebook kaggle machine-learning python

Last synced: 03 Jul 2025

https://github.com/devinterview-io/bias-and-variance-interview-questions

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

ai-interview-questions bias-and-variance bias-and-variance-interview-questions bias-and-variance-questions bias-and-variance-tech-interview 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 software-engineer-interview technical-interview-questions

Last synced: 08 Feb 2026

https://github.com/joshuabillson/waterbody-detection-via-deep-learning

Source code for the paper, "Water Body Extraction from Sentinel-2 Imagery with Deep Convolutional Networks and Pixelwise Category Transplantation".

computer-vision deep-learning landcover-classification machine-learning python waterbody-detection

Last synced: 08 May 2025

https://github.com/federicoserini/data-ml-engineering-career-path

aws data-analysis data-engineering google-cloud-platform machine-learning statistics

Last synced: 29 Oct 2025

https://github.com/enkore/zm-aidect

Turnkey human and object detection for Zoneminder

cctv machine-learning object-detection zoneminder

Last synced: 13 Apr 2025

https://github.com/snehankekre/streamlit-yellowbrick

Streamlit component for the Yellowbrick visualization and model diagnostics library

data-visualization machine-learning matplotlib python scikit-learn streamlit visualization yellowbrick

Last synced: 24 Oct 2025

https://github.com/kk7nc/3d-object-detection

Weighted Unsupervised Learning for 3D Object Detection

clustering kinect machine-learning object-detection unsupervised-machine-learning

Last synced: 06 May 2025

https://github.com/lucadellalib/bayestorch

Lightweight Bayesian deep learning library for fast prototyping based on PyTorch

bayes-by-backprop bayesian-deep-learning bayesian-inference bayesian-neural-networks deep-learning machine-learning markov-chain-monte-carlo python pytorch stein-variational-gradient-descent uncertainty-quantification variational-inference

Last synced: 22 Jul 2025

https://github.com/jleinonen/geogan

Style-based GAN for geophysical fields

atmospheric-science climate-science deep-learning generative-adversarial-network machine-learning

Last synced: 19 Jun 2025

https://github.com/mlr-org/mlr3tuningspaces

Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem

automl hyperparameter-tuning machine-learning mlr3 r r-package tune tuning

Last synced: 20 Jul 2025

https://github.com/miffyli/minecraft-bc

Submission code of UEFDRL team to NeurIPS 2019 MineRL challenge (5th place)

imitation-learning keras machine-learning minecraft

Last synced: 13 Apr 2025

https://github.com/mpes-kit/fuller

Probabilistic machine learning for reconstruction and parametrization of electronic band sturcture from photoemission spectroscopy data

arpes band-structure electron-spectroscopy fitting inference machine-learning markov-random-field materials-informatics materials-science mpes photoemission probabilistic-graphical-models reconstruction

Last synced: 07 Apr 2026

https://github.com/luxonis/modelconverter

Model converter for Luxonis' cameras. Convert your model from ONNX, TF, ... to a model compatible with any generation of Luxonis camera.

edge-computing machine-learning neural-network

Last synced: 02 Mar 2026

https://github.com/drew2323/v2trading

V2Trading platform - live trading engine, backtesting and research tool.

algotrading backtesting-engine machine-learning quant trading

Last synced: 05 Mar 2026

https://github.com/zeta36/mushroom-detector-kerasjs

I explain how to export weights from a Keras model and import those weights in Keras.js, a JavaScript framework for running pre-trained neural networks in the browser. I show you later how to include the final result into a Phonegap Cordova mobile application.

image-classification inception-v3 keras keras-js machine-learning mushroom-classification phonegap tensorflow

Last synced: 27 Feb 2026

https://github.com/slanglab/freq-e

Class frequency estimation software package

machine-learning statistics

Last synced: 14 Dec 2025

https://github.com/erfanzar/instinctivediffuse

A cutting-edge text-to-image generator model that leverages state-of-the-art Stable Diffusion Model Type to produce high-quality, realistic images based on textual input.

ai artificial-intelligence deep-learning machine-learning

Last synced: 15 Jun 2025

https://github.com/diovisgood/qgen_lua

Competing Genetic Algorithm to find profitable Trading Strategies on a financial market

competing-genetic-algorithm genetic-algorithm lua machine-learning moex trading-strategies

Last synced: 20 Jul 2025

https://github.com/30mb1/pandas-boost

This repo contains code with comparison of Pandas speedup libs, such as modin, dask, swifter, pandarallel and numba

data-analysis machine-learning multiprocessing pandas pandas-tutorial python

Last synced: 30 Apr 2025

https://github.com/genfifth/cvopt

Machine learning's parameter search and feature selection module which is integrated log management and visualization.

bayesian-optimization deep-learning feature-selection hyperopt hyperparameter-optimization integrated-visualization keras logmanagement machine-learning python scikit-learn

Last synced: 10 Apr 2025

https://github.com/eyadsibai/machine-learning-docker-image

Data Science/Machine Learning Docker Image for CPU

data-science docker docker-image google-cloud machine-learning

Last synced: 30 Apr 2025

https://github.com/benediktalkin/imagenetsubsetgenerator

Creates subsets of ImageNet (e.g. ImageNet100)

dataset-generation imagenet imagenet-100 imagenet-1k imagenet-dataset machine-learning

Last synced: 11 Sep 2025

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

High-Performance Automatic Differentiation for Python

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

Last synced: 14 Jan 2026

https://github.com/acecoooool/mlds-note

:books: This is note for Machine Learning and having it deep and structrured (Hung-yi Lee)

course deep-learning machine-learning python pytorch tutorial

Last synced: 09 Sep 2025

https://github.com/upb-lea/mag-net-hub

MagNet Toolkit - Certified Models of the MagNet Challenge

machine-learning magnetics neural-networks power-electronics power-electronics-systems transformers

Last synced: 05 May 2025

https://github.com/m-clark/r-models

A quick reference for how to run many models in R.

additive-models bayesian-models brms catwalk cluster-analysis lme4 machine-learning mgcv mixed-models mixture-model pca psych r regularization sem spatial-analysis statistical-models statistics survival-analysis time-series

Last synced: 15 Jun 2025

https://github.com/devinterview-io/reinforcement-learning-interview-questions

🟣 Reinforcement Learning interview questions and answers to help you prepare for your next machine learning and data science interview in 2024.

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 reinforcement-learning reinforcement-learning-interview-questions reinforcement-learning-questions reinforcement-learning-tech-interview software-engineer-interview technical-interview-questions

Last synced: 15 Jun 2025

https://github.com/winkjs/wink-perceptron

Multi-class classifier

averaged-perceptron hactoberfest machine-learning multi-class-perceptron perceptron

Last synced: 30 Apr 2025

https://github.com/sethuiyer/mlhub

Machine Learning Experiments - Practical Learning

computer-vision learning machine-learning neural-network tidbits

Last synced: 30 Apr 2025

https://github.com/rkansal47/mpgan

The message passing GAN https://arxiv.org/abs/2106.11535 and generative adversarial particle transformer https://arxiv.org/abs/2211.10295 architectures for generating particle clouds

attention deep-learning generative-adversarial-network graph-neural-networks hep-ex machine-learning physics pytorch simulation transformers

Last synced: 30 Apr 2025

https://github.com/mayer79/outforest

Outlier detection based on random forest models

machine-learning outlier outlier-analysis outlier-detection random-forest rstats

Last synced: 02 Aug 2025

https://github.com/ashishbamania/tutorials-on-artificial-intelligence

A collection of AI tutorials from Dr. Ashish Bamania

agentic-ai ai ai-agents artificial-intelligence crewai data-science langchain llama machine-learning ml rag retreival-augmented-generation software-engineering

Last synced: 13 May 2025

https://github.com/marcpinet/neat-cars

🚗 Draw a circuit and watch self-driving cars evolve thanks to the NEAT evolutionary algorithm.

evolutionary-algorithms machine-learning neat neat-python pygame python self-driving-car

Last synced: 15 Jul 2025

https://github.com/bentsherman/tesseract

A tool for creating resource prediction models for scientific workflows

high-performance-computing machine-learning nextflow scientific-computing scientific-workflows

Last synced: 14 Apr 2025

https://github.com/jrieke/timeseries-rnn

⏱️ char-rnn for time series data

char-rnn deep-learning generation machine-learning prediction stock-market time-series timeseries timeseries-rnn

Last synced: 01 Aug 2025

https://github.com/vsoch/opensource-art

open source, collaborative art generation that combines hand and machine

art circle-ci collaborative deep-dream gallery github-pages machine-learning open-source opensource-art

Last synced: 03 Aug 2025

https://github.com/ahmedbahaaeldin/introduction-to-nlp-class

Introduction to NLP class at Zewail City. This repo contains all the resources and materials for students

jupyter-notebooks machine-learning natural-language-processing statistical-methods tutorials

Last synced: 02 Mar 2026

https://github.com/intel-retail/rtsf-at-checkout-reference-design

Detect loss at self-checkout by seamlessly connecting different sensor devices, including weight scale sensors, cameras, and RFIDs.

computer-vision deep-learning edge edge-ai edge-computing image-recognition inference intel live-demo machine-learning object-detection openvino pretrained-models real-time reference-implementation video

Last synced: 18 Aug 2025

https://github.com/ichtrojan/object-detection

Real-time Object Detection using Tensorflow and Javascript

javascript machine-learning object-detection reactjs tensorflow web

Last synced: 18 Aug 2025

https://github.com/ipums/hlink

Hierarchical record linkage at scale

machine-learning pyspark python record-linkage

Last synced: 19 Feb 2026

https://github.com/scicloj/scicloj.ml.tribuo

Use Tribuo ML model in metamorph.ml

machine-learning

Last synced: 14 Apr 2025

https://github.com/zziz/mean-shift

Mean-shift clustering in Python in 100 lines

machine-learning mean-shift meanshift python

Last synced: 27 Jul 2025

https://github.com/jose-jaen/airbnb

Airbnb price prediction using Machine Learning and Deep Learning

ai algorithms bayes bayesian-optimization bayesian-statistics data-science deep-learning deployment econometrics machine-learning python streamlit xai

Last synced: 15 Apr 2025

https://github.com/seandavi/machinelearningintro

Machine learning use cases for teaching

data-science machine-learning r rstats teaching-materials tutorial

Last synced: 05 Apr 2025

https://github.com/nanitefactory/naneat

Just another NEAT implementation.

artificial-intelligence artificial-neural-networks genetic-algorithm machine-learning neat neuroevolution

Last synced: 08 Mar 2026

https://github.com/bodo-ai/pydough

Analytics DSL for Python

analytics artificial-intelligence big-data data-science defog defog-ai machine-learning pandas python sql text-to-analytics text-to-sql tpch

Last synced: 22 May 2026

https://github.com/aaaastark/top-big-data-scientist-questions-for-interview

https://github.com/bhattbhavesh91/multicollinearity_detection

Small example on how you can detect multicollinearity

linear-regression machine-learning machine-learning-algorithms multicollinearity python

Last synced: 26 Jun 2025

https://github.com/syamkakarla98/beginners_guide_to_pyspark

data-science machine-learning machine-learning-algorithms pyspark pyspark-tutorial python python3

Last synced: 04 Jul 2025

https://github.com/nanxstats/msaenet

🧲 Multi-step adaptive estimation for reducing false positive selection in sparse regressions

false-positive-control high-dimensional-data linear-regression machine-learning variable-selection

Last synced: 22 Apr 2025

https://github.com/name-ethnicity-classifier/name-ethnicity-classifier

This repository contains a console-interface name-ethnicity classifier

bias-detection conv-lstm ethnicity-classifier machine-learning nationality-predicter social-sciences

Last synced: 10 Mar 2026

https://github.com/mickaelandrieu/php_customers_segmentation

Can we do Customers Segmentation using PHP and Unsupervized Machine Learning ? Yes we can ! 🤡

customer-segmentation machine-learning php

Last synced: 23 Apr 2025

https://github.com/vchrombie/cap-america

Malicious Content Detection :shield: using ML.

machine-learning malware-detection web-security

Last synced: 04 Sep 2025

https://github.com/habedi/vq

A vector quantization library for Rust :crab:

algorithms clustering data-compression machine-learning nearest-neighbor-search rust-lang rust-library similarity-search vector-quantization vector-search

Last synced: 04 Jul 2025

https://github.com/culeshovi/self-driving-rc-car

a self driving rc car using neural network and computer vision.

arduino arduino-boards arduino-uno artificial-intelligence convolutional-neural-networks deep-learning machine-learning neural-network neural-networks opencv opencv-python opencv2 opencv3 opencv3-python python python-3-5 python3 raspberry-pi-3 rccar tensorflow

Last synced: 09 Apr 2025

https://github.com/atul-anand-jha/optimization-linearprogramming-python

To implement Optimization (maximization) problem through Linear programming in Python Language.

jupyter-notebook machine-learning matplotlib maximization optimization-algorithms pulp python3 scipy

Last synced: 09 Apr 2025

https://github.com/wallotapp/wallot.app

Stock trading for absolutely everyone

ai alpaca alpha-vantage chatgpt crypto express fintech firebase machine-learning nextjs nodejs npm openai react stocks stripe typescript wallot

Last synced: 12 Apr 2025

https://github.com/kartai/kartai

AI models for aerial image analysis. Generating traning data, training models, testing models and validating them.

aerial-imagery deep-learning machine-learning

Last synced: 16 Aug 2025

https://github.com/BINPIPE/docker-for-ml

Using Docker for Machine Learning Workflows

docker machine-learning

Last synced: 09 Apr 2025

https://github.com/abhineetraj1/face-dectection-python

This project helps to locate/visualize human faces through digital camera.

face-detection machine-learning machine-learning-algorithms opencv-python python-face-detection python3

Last synced: 16 Apr 2025

https://github.com/polyaxon/sdks

Polyaxon Clients & Langange SDKS

api client go golang instrumentation instrumentation-agent java kubernetes machine-learning model-management tracking typescript

Last synced: 09 Apr 2025

https://github.com/ayush585/edgex

Edgex is a Gen Z-powered AI mentorship movement — not just code. We help students navigate emotional chaos and career confusion with smart, empathetic AI. Built with passion, heart, and vision. 💬🎯 Join the mission. Be the reason someone finds clarity.

ai ai-chatbot ai-mentor career-guidance career-mentor edgex emotional-support firebase-auth genz groq gssoc gssoc25 llama3 machine-learning mentorship nodejs open-source react student-wellbeing

Last synced: 11 Apr 2026

https://github.com/kevinliao159/talkingdata

TalkingData AdTracking Fraud Detection Challenge on Kaggle Competition

fraud-detection kaggle-competition machine-learning self-learning tutorial-exercises

Last synced: 05 Sep 2025

https://github.com/p1ayer-1/llama-libtorch

Llama causal LM fully recreated in LibTorch. Designed to be used in Unreal Engine 5

libtorch llama2 llamacpp machine-learning pytorch

Last synced: 11 Oct 2025

https://github.com/aurelio-amerio/ConcreteDropout

Concrete Dropout implementation for Tensorflow 2.0 and PyTorch

concrete-dropout deep-learning dropout machine-learning neural-network pytorch pytorchlightning tensorflow

Last synced: 04 May 2025

https://github.com/wazeerzulfikar/rtensorflow

GSoC '17 - R language bindings for TensorFlow

deep-learning machine-learning r tensorflow

Last synced: 07 May 2025

https://github.com/instrumentbible/solfege.ai

Detect solfege hand signs using machine learning ✋ 🎹

choir hands instrument machine-learning midi music solfege solfege-hand-signs tensorflow

Last synced: 17 Mar 2025

https://github.com/olamide100/capstone-project-mlops-zoomcamp

This is a capstone project associated with MLOps Zoomcamp. The end goal of the project is to build an end-to-end machine learning project containing feature engineering, training, validation, tracking, modeel deployment, hosting, and general engineering best practices aimed at making house price predictions.

cloud-computing datatalksclub house-price-prediction machine-learning mlops model-monitoring model-training orchestration

Last synced: 13 Apr 2025

https://github.com/dovolopor-research/cnlp

🔥 专注于中文的「自然语言处理框架」：中文分词；平衡类别；数据集划分...

ai cnlp deep-learning machine-learning natural-language-processing neural-network nlp nlp-library rnn

Last synced: 17 Jul 2025

https://github.com/maxhalford/tuna

:fish: A streaming ETL for fish

etl feature-extraction go golang large-dataset machine-learning online-algorithms stream stream-processing

Last synced: 07 May 2025

https://github.com/kanchitank/mushroom-classification

A machine-learning project to determine if a certain mushroom is edible or poisonous.

decision-tree-classifier knearest-neighbor-classifier logistic-regression machine-learning machine-learning-algorithms mushroom-classification mushroom-dataset naive-bayes-classifier random-forest-classifier support-vector-machines

Last synced: 07 May 2025

https://github.com/space10-community/ai-aerobics

"AI Aerobics" is a playful experiment by SPACE10 & CIRG.

ai machine-learning p5js reinforcement-learning

Last synced: 05 May 2025

https://github.com/ruban2205/iris_classification

This repository contains the Iris Classification Machine Learning Project. Which is a comprehensive exploration of machine learning techniques applied to the classification of iris flowers into different species based on their physical characteristics.

iris-classification iris-dataset k-nearest-neighbor-classifier logistic-regression logistic-regression-algorithm machine-learning navie-bayes-algorithm support-vector-classifier

Last synced: 05 Aug 2025

https://github.com/janeliascicomp/exllsm-circuit-reconstruction

Nextflow pipeline encapsulating workflows for analyzing expansion lattice light-sheet microscopy (ExLLSM) imagery

image-processing lightsheet machine-learning microscopy neuroscience nextflow-pipelines pipeline segmentation

Last synced: 25 Jan 2026

https://github.com/kyegomez/hsss

Implementation of a Hierarchical Mamba as described in the paper: "Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling"

ai artificial-intelligence jesus machine-learning ml multi-modal multi-modality open-source pytorch rnn rnns ssms tensorflow zeta

Last synced: 07 May 2025

https://github.com/ttitcombe/model-inversion-splitnn

Research into model inversion on SplitNN

machine-learning model-inversion model-inversion-attacks privacy research split-neural-network splitnn

Last synced: 11 Apr 2025

https://github.com/developmentseed/skynet-scrub-server

Backing store for developmentseed/skynet-scrub

database geojson geospatial machine-learning

Last synced: 30 Oct 2025

https://github.com/MichWozPol/LEGO_StableDiffusion

The project aim was to fine-tune the stable diffusion model in order to generate images in the LEGO style based on the prompt.

fine-tuning image-generation machine-learning stable-diffusion

Last synced: 06 May 2025

https://github.com/badr-moufad/multivariate-time-series-clustering

Multivariate clustering of weather data. This is part of my research internship.

clustring internship machine-learning multivariate time-series univariate weather-data

Last synced: 10 Sep 2025

https://github.com/rasbt/datapipes-blog

Code for the DataPipes article

deep-learning machine-learning python pytorch

Last synced: 29 Oct 2025

https://github.com/saman-nia/deep-neural-networks-for-clustering

Deep Learning Clustering with Tensor-Flow in Python

autoencoder autoencoder-clustering deep-learning deep-neural-networks k-means-clustering machine-learning spectral-clustering tensorboard tensorflow tensorflow-examples tensorflow-experiments tensorflow-models tensorflow-tutorials

Last synced: 24 Oct 2025

https://github.com/sjcobb/ai-duet-3d

3D music animation + machine learning (in development)

3d-animation 3d-audio 3d-game artificial-intelligence browser-game data-science data-visualization game-development generative-music javascript machine-learning music music-bot music-composition music-theory music-visualizer neural-network web-development youtube-channel

Last synced: 28 Oct 2025

https://github.com/amey-thakur/artificial-intelligence-and-soft-computing-and-artificial-intelligence-and-soft-computing-lab

CSC703: Artificial Intelligence and Soft Computing [AISC] & CSL703: Artificial Intelligence and Soft Computing Lab [AISC Lab] <Semester VII>

ai amey ameythakur artificial-intelligence artificialintelligence computer-engineering computer-science engineering machine-learning megasatish soft-computing softcomputing textbooks

Last synced: 07 Oct 2025

https://github.com/plandes/clj-example-nlp-ml

Example Project for Natural Language Processing and Machine Learning Libraries

clojure dataset elasticsearch feature-engineering machine-learning natural-language-processing

Last synced: 16 Mar 2026

https://github.com/craft-ai/sci

craft ai team scientific activities

artificial-intelligence machine-learning scientific-publications

Last synced: 24 Feb 2026

https://github.com/blasbenito/collinear

R package to manage multicollinearity in modeling data frames.

machine-learning multicollinearity r-package statistics

Last synced: 22 Oct 2025

https://github.com/cahya-wirawan/deepracer-tools

Some tools for AWS Deepracer

aws deepracer machine-learning reinforcement-learning

Last synced: 15 Oct 2025

https://github.com/larswaechter/quickdraw-cnn

A convolutional neural network using Tensorflow and Google's Quick, Draw! dataset to recognize hand drawn images.

artificial-intelligence machine-learning quickdraw-dataset tensorflow

Last synced: 08 May 2025

https://github.com/devinterview-io/supervised-learning-interview-questions

🟣 Supervised Learning 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 software-engineer-interview supervised-learning supervised-learning-interview-questions supervised-learning-questions supervised-learning-tech-interview technical-interview-questions

Last synced: 09 Feb 2026

https://github.com/jorisparet/partycls

Unsupervised learning of structure in systems of interacting particles.

clustering machine-learning molecular-dynamics physics python

Last synced: 17 Mar 2026

https://github.com/atg-abhishek/cse-aiethics-ml-best-practices

Machine Learning and AI Ethics best practices for CSE, Microsoft

best-practices ethics machine-learning

Last synced: 31 Jan 2026

https://github.com/gridaco/figma-archives

Figma Files Scraper for Research & Studies

crawler dataset design-database figma machine-learning scrapy selenium

Last synced: 06 Oct 2025

https://github.com/banghuazhao/swift-ai-agent-demo

🤖 Native iOS implementation of the ReAct (Reasoning + Acting) AI agent pattern with SwiftUI. Watch AI think, act, and solve problems step-by-step using OpenAI's GPT models.

agent ai artificial-intelligence automation chatgpt demo gpt ios llm machine-learning mobile openai react-pattern reasoning swift swiftui