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: 2026-07-06 00:18:12 UTC
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https://github.com/ironman5366/learn-blog

Machine learning for humans

blog learning machine-learning neural-network

Last synced: 15 Apr 2025

https://github.com/xrsrke/stable-diffusion-from-scratch

Implementation of Stable Diffusion from scratch [WORK IN PROGRESS]

deep-learning machine-learning stable-diffusion

Last synced: 30 Jun 2025

https://github.com/416rehman/unrealgpt

Retrieval-Augmented-Generation of over 1700+ pages of Unreal Engine documentation served through FAISS + OpenAI with LangChain

chatgpt documentation gpt langchain language-model machine-learning openai rag unreal unreal-engine

Last synced: 29 Oct 2025

https://github.com/ikegami-yukino/oll-python

Online machine learning algorithms (based on OLL C++ library)

alma binary-classification machine-learning online-learning perceptron

Last synced: 10 Jul 2025

https://github.com/cansik/yolo-mask-detection

A pre-trained YOLOv3 based mask detection network.

computer-vision machine-learning mask-detection processing python yolov3

Last synced: 05 May 2025

https://github.com/vincentkoc/airgapped-offfline-rag

Secure, locally-run Retrieval-Augmented Generation system for document-based question-answering, utilizing Llama 3, Mistral, and Gemini models with a user-friendly Streamlit interface.

chromadb docker hacktoberfest langchain llama llm machine-learning mistral offline privacy rag streamlit vector-database

Last synced: 07 May 2025

https://github.com/Minoru938/CSPML

Original implementation of CSPML

computational-materials-science crystal-structure-prediction machine-learning

Last synced: 04 May 2025

https://github.com/antoinedemathelin/wann

Adversarial Weighting for Domain Adaptation in Regression

adversarial-networks discrepancy domain-adaptation machine-learning weighting

Last synced: 06 May 2025

https://github.com/0xangelo/curso-verao-rl-ime-2020

Curso de verão em Aprendizado por Reforço pelo IME-USP

artificial-intelligence deep-learning education machine-learning reinforcement-learning

Last synced: 19 Mar 2025

https://github.com/hscspring/ALL4AI

AI Related Tools/Projects

ai jupyter linux machine-learning nlp python ssh toolbox

Last synced: 12 Apr 2025

https://github.com/yuanxiaosc/yuanxiaosc.github.io

个人博客；论文；机器学习；深度学习；Python学习；C++学习；

blog deep-learning hexo machine-learning next-theme paper

Last synced: 07 May 2025

https://github.com/uogbuji/mlx-notes

Shared personal notes created while working with the Apple MLX machine learning framework

apple articles documentation jupyter-notebooks large-language-models llm machine-learning mlx python

Last synced: 08 May 2025

https://github.com/mattcunningham/naive-apl

Naive Bayesian Classifier written in APL

api bayes-classifier bayesian machine-learning

Last synced: 15 Feb 2026

https://github.com/banditml/faucetml

High speed mini-batch data reading & preprocessing from BigQuery.

bigquery feature-engineering features machine-learning ml preprocessing pytorch

Last synced: 11 Feb 2026

https://github.com/sairajk/asia

[SIGGRAPH Asia 2025] "ASIA: Adaptive 3D Segmentation using Few Image Annotations ".

3d controlnet deep-learning few-shot few-shot-segmentation machine-learning mesh-segmentation segmentation stable-diffusion test-time-optimization

Last synced: 18 Apr 2026

https://github.com/ai-infra-curriculum/ai-infra-performance-learning

AI Infrastructure Performance Engineer Learning Track - GPU optimization, inference optimization, and cost reduction

advanced ai-infrastructure cost-optimization curriculum gpu-optimization inference learning machine-learning performance profiling tensorrt

Last synced: 10 Jun 2026

https://github.com/firefly-cpp/sport-activities-features

A minimalistic toolbox for extracting features from sports activity files written in Python

data-mining machine-learning sport-analytics tcx-parser

Last synced: 14 Feb 2026

https://github.com/bridgerust/bridgerust

High-performance infrastructure libraries built in Rust, with seamless bindings for Python, Node.js, and WebAssembly.

ai ai-agent bindings chromadb embeddings lancedb machine-learning napi-rs nodejs orm pinecode pyo3 python qdrant rag rust rust-bindings semantic-search vector-database weaviate

Last synced: 01 Mar 2026

https://github.com/pb2204/medical-insurance-cost-prediction

This Medical Insurance Cost Prediction AI Model Will Predict The Cost Of Any Medical Insurance With Around 84.26 % Accuracy...

ai artificial-intelligence hacktoberfest hacktoberfest-accepted jupyter-notebook machine-learning python streamlit streamlit-webapp

Last synced: 15 Apr 2025

https://github.com/farzinkh/partial_discharge

This repository maintain codes and logs for "Partial Discharge Localization in Power Transformer Tanks Using Machine Learning Methods" article.

3d-models article deep-learning machine-learning partial-discharge-localization signal-processing transfer-learning

Last synced: 01 May 2025

https://github.com/ikivanc/data-driven-cycling-and-workout-prediction

Data-Driven Cycling using Strava data and GPX data analysis. Digital Personal Trainer using old cycling workout data to predict new workouts

botframework chatbot csharp cycling cycling-workouts data-science digital-assistant fastapi gpx-files jupyter-notebook machine-learning machine-learning-algorithms microsoft-teams python strava strava-data

Last synced: 31 Jul 2025

https://github.com/elysian01/impulse-lifesaviour

Flask based web app with five machine learning models on the 10 most common disease prediction, covid19 prediction, breast cancer, chronic kidney disease and heart disease predictions with their symptoms as inputs or medical report (pdf format) as input.

breast-cancer chronic-kidney-disease covid-19 disease-prediction flask-application heart-disease machine-learning medical-diagnostics prediction

Last synced: 15 Nov 2025

https://github.com/openvax/pepnet

Neural networks for amino acid sequences

biological-data-analysis machine-learning neural-networks protein-sequences

Last synced: 27 Dec 2025

https://github.com/sukanyabag/covid19-detection-using-x-rays-webapp

In this repo, you will see how to automatically detect COVID-19 in a hand-created X-ray image dataset using Keras, TensorFlow, and Deep Learning.

convolutional-neural-networks covid-19 deep-learning flask-application kaggle-dataset keras-tensorflow machine-learning

Last synced: 24 Apr 2025

https://github.com/pyriemann/pyriemann-qiskit

A library for machine learning and quantum programming based on pyRiemann and Qiskit projects

covariance-matrix machine-learning python qiskit quantum-computing riemannian-geometry

Last synced: 10 Mar 2026

https://github.com/getspams/spams-python

Python interface for SPAMS (SPArse Modeling Software)

machine-learning optimization python

Last synced: 16 Jan 2026

https://github.com/jonathanrjpereira/Smart-Energy-Monitor

🔌 Load Monitoring and Energy Disaggregation on a RasPi

appliance-level-consumption arduino electronics energy-consumption energy-disaggregation energy-monitor hardware machine-learning naive-bayes-classifier raspberry-pi smarthome

Last synced: 07 Apr 2025

https://github.com/RuedigerVoigt/exoskeleton

A Python framework to build polite, but tenacious crawlers / scrapers with a MariaDB backend

crawler crawling-framework database machine-learning mariadb network python python-3 scraping

Last synced: 17 Apr 2025

https://github.com/longxingtan/python-profeld

ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python

data-science machine-learning predictive-maintenance profeld remaining-useful-life survival-analysis tensorflow time-to-event time-to-failure weibull-distribution

Last synced: 17 Sep 2025

https://github.com/aqibsaeed/occupancy-detection

Occupancy detection of an office room from light, temperature, humidity and CO2 measurements

machine-learning occupancy-detection time-series tpot

Last synced: 07 May 2025

https://github.com/jh-jeong/smoothmix

Code for the paper "SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness" (NeurIPS 2021)

adversarial-defense deep-learning machine-learning neurips-2021 paper randomized-smoothing robustness

Last synced: 15 Aug 2025

https://github.com/spaceml-org/missing-pixel-filler

missing-pixel-filler is a python package that, given images that may contain missing data regions (like satellite imagery with swath gaps), returns these images with the regions filled.

aqua arxiv deep-learning keras machine-learning python remote-sensing satellite-imagery swath-gaps tensorflow terra uc-mercer-land uc-mercer-visualization

Last synced: 08 Jan 2026

https://github.com/ayush1999/keras.jl

Run keras models with a Flux backend

flux julia keras keras-models machine-learning models neural-networks sequential-models

Last synced: 29 Apr 2025

https://github.com/scienxlab/redflag

Safety net for machine learning pipelines. Plays nice with sklearn and pandas.

data-quality data-quality-checks data-science machine-learning numpy pandas python

Last synced: 06 Oct 2025

https://github.com/neonwatty/bleep-that-shit

Automatically filter, censor, and replace profanity, swear words, curse words, or custom terms in audio and video with a beep or bleep sound effect. Built to self-host with Python, AI, Streamlit, and Docker. Free and open source.

artificial-intelligence audio-processing machine-learning python self-hosted youtube

Last synced: 18 Oct 2025

https://github.com/eth-sri/dp-sniper

A machine-learning-based tool for discovering differential privacy violations in black-box algorithms.

differential-privacy machine-learning

Last synced: 06 Oct 2025

https://github.com/lfoppiano/grobid-superconductors

Grobid module for superconductor material and properties extraction

crf grobid machine-learning physics superconductors

Last synced: 18 Jan 2026

https://github.com/navdeep-g/interpretable-ml

Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.

accountability data-mining data-science decision-trees fairness fatml gradient-boosting-machine iml interpretability interpretable interpretable-ai interpretable-machine-learning interpretable-ml lime machine-learning machine-learning-interpretability python transparency xai

Last synced: 12 Mar 2026

https://github.com/joisino/gnnrecover

Code for "Graph Neural Networks can Recover the Hidden Features Solely from the Graph Structure" (ICML 2023)

deep-learning embeddings gnn graph-neural-networks machine-learning node-embeddings pytorch

Last synced: 11 Jul 2025

https://github.com/pyRiemann/pyRiemann-qiskit

A library for machine learning and quantum programming based on pyRiemann and Qiskit projects

covariance-matrix machine-learning python qiskit quantum-computing riemannian-geometry

Last synced: 09 May 2025

https://github.com/minzhang-1/PointHop

PointHop: An Explainable Machine Learning Method for Point Cloud Classification

3d-classification classification feedforward machine-learning point-cloud

Last synced: 20 Mar 2025

https://github.com/dermatologist/kedro-multimodal

Template for multi-modal machine learning in healthcare using Kedro. Combine reports, tabular data and images using various fusion methods.

healthcare jupyter kedro kubeflow machine-learning medical multi-modal pipeline vertex-ai

Last synced: 12 May 2025

https://github.com/tatevkaren/convolutional-neural-network-image_recognition_case_study

Computer Vision Case Study in image recognition to classify an image to a binary class, based on Convolutional Neural Networks (CNN), with TensorFlow and Keras in Python, to identify from an image whether it is an image of a dog or cat. (Includes: Data, Case Study Paper, Code)

case-study cnn cnn-for-visual-recognition cnn-model computer-vision convolutional-neural-networks deep-learning image-recognition keras machine-learning prediction python tensorflow tensorflow-tutorials

Last synced: 24 Oct 2025

https://github.com/kozyrevsergey89/xsightandroiddevchallenge

#AndroidDevChallenge

androiddevchallenge camera hologram machine-learning social ssd-mobilenet tensorflow-lite

Last synced: 25 Feb 2025

https://github.com/earth-artificial-intelligence/earth_ai_book_materials

The repo contains the source code, notebooks, and technical resources that assist students to read the book Artificial Intelligence in Earth Science.

data-science earth-science machine-learning python

Last synced: 08 May 2025

https://github.com/dennishnf/unsupervised-anomaly-detection

This repository describes the implementation of an unsupervised anomaly detector using the Anomalib library.

anomaly-detection artificial-intelligence computer-vision deep-learning machine-learning neural-networks object-detection python torch

Last synced: 14 Jul 2025

https://github.com/daedalus/misc

misc scripts

aes android bitcoin bitshuffling compression crypto cryptography cve hash hashing kdbx luks machine-learning mmap performance qrcode rc4 shodan totp zram

Last synced: 14 Apr 2025

https://github.com/qainsights/streamlit-jmeter

Powering up Apache JMeter with Streamlit and opening the door for machine learning.

jmeter jmeter-charts jmeter-streamlit machine-learning python streamlit

Last synced: 05 May 2025

https://github.com/borchero/pyblaze

Large-Scale Machine and Deep Learning in PyTorch.

deep-learning machine-learning pytorch

Last synced: 01 May 2025

https://github.com/parvvaresh/snappfood

sentiment analysis on Snapp!food users' comments using classical machine learning models and LSTM mdoels

css deeplearning docker flask html lstm machine-learning ml natural-language-processing nlp

Last synced: 23 Jun 2025

https://github.com/sbl-sdsc/mmtf-spark

Methods for the parallel and distributed analysis and mining of the Protein Data Bank using MMTF and Apache Spark.

apache-spark big-data machine-learning protein-data-bank protein-ligand-interactions protein-protein-interaction protein-sequences protein-structure scientific-computing

Last synced: 12 Apr 2025

https://github.com/fabioba/mlops-architecture

This is an overview of a MLOps architecture that includes both Airflow and MLflow running on separate Docker containers.

airflow docker docker-compose machine-learning mlflow mlops python workflow

Last synced: 08 Sep 2025

https://github.com/artitw/text2class

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

artificial-intelligence bert categorization classification classifier machine-learning natural-language-processing natural-language-understanding nlp tensorflow text text-classification transformers

Last synced: 21 Mar 2025

https://github.com/zht007/tensorflow-2.x-vs-pytorch-comparison-tutorials

Tensorflow 2.x 和 PyTorch 对比学习教程。小孩才做选择，成年人全都要。

deep-learning machine-learning neural-network pytorch tensorflow

Last synced: 10 Jul 2025

https://github.com/sayakpaul/phishing-websites-detection

Experiments to detect phishing websites using neural networks

cybersecurity keras-tensorflow machine-learning neural-network phishing-attacks scikit-learn

Last synced: 07 Aug 2025

https://github.com/akshay-rakheja/trading-algos

Monorepo for trading algorithms

algo-trading algo-trading-strategies algorithmic-trading alpaca-markets bollinger-bands cryptocurrency machine-learning rnn-lstm rsi scalping trading trading-bot trading-platform trading-strategies

Last synced: 15 Mar 2026

https://github.com/aayank13/ml4e

ML4E - Learn and master machine learning effortlessly with a comprehensive platform designed for collaboration and growth.

community machine-learning swoc swoc2025 website

Last synced: 12 May 2025

https://github.com/NoRaincheck/TreeGrad

autograd data-mining decision-trees deep-learning deep-neural-decision-forest gbdt gbm lightgbm machine-learning python

Last synced: 05 Aug 2025

https://github.com/federicohyo/lstm-ecg

Real Time Electrocardiogram Annotation with a Long Short Term Memory Neural Network

ecg lstm-ecg lstm-neural-networks machine-learning recurrent-neural-network

Last synced: 14 Aug 2025

https://github.com/code2k13/rpipico_digit_classification

Identification of handwritten digit from images taken by a OV7670 camera module connected to a Raspberry Pi Pico and a 120x160 TFT LCD display. The Pi Pico running CircuitPython handles everything from image acquisition to post-processing and inference. This code is somewhat experimental, but it is fun to play with. For more information, please visit the project's webpage.

artificial-intelligence camera circuitpython edge-computing edge-machine-learning image-recognition machine-learning ov7670 python raspberry-pi-pico rp2040 scikitlearn-machine-learning st7735r tft-display

Last synced: 29 Aug 2025

https://github.com/adi-code22/trawell-app

your Smart travel buddy, powered by AI. A tourist guide which aids in easy navigation, communication and guidance throughout the journey.

flutter location-services machine-learning

Last synced: 30 Aug 2025

https://github.com/becxer/pytrain

Machine Learning library for python

apriori clustering crf dbscan decision-trees feedforward-neural-network hmm kmeans knn linear-regression logistic-regression machine-learning naive-bayes neural-network numpy pattern-recognition python svm

Last synced: 09 Apr 2026

https://github.com/dhruvdcoder/wandb-allennlp

Utilities and boilerplate code to use wandb with allennlp

allennlp deep-learning machine-learning sweep wandb

Last synced: 11 Sep 2025

https://github.com/pradyuman7/colour-learning

A simple machine learning webpage that understands & changes the text 🌈 according to the background.

artificial-intelligence changing-colorschemes colours javascript machine-learning neural-network rgb-color webpage website

Last synced: 17 Mar 2026

https://github.com/simula/datasets.simula.no

Public datasets published by Simula.

artificial-intelligence machine-learning open-datasets research

Last synced: 17 Jun 2026

https://github.com/graphcore-research/jax-experimental

JAX for Graphcore IPU (experimental)

ai deep-learning graphcore ipu jax machine-learning

Last synced: 17 Jan 2026

https://github.com/howardyclo/nthu-machine-learning

NTHU EE6550 Machine Learning slides and my code solutions for spring semester 2017.

adaboost assignment course-materials deep-learning deep-neural-networks machine-learning neural-network nthu support-vector-classifier support-vector-machines support-vector-regression svm svr

Last synced: 17 Mar 2026

https://github.com/activatedgeek/understanding-bayesian-classification

On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification

aleatoric-uncertainty bayesian-inference bayesian-neural-networks classification deep-learning machine-learning paper research uncertainty-quantification

Last synced: 12 Apr 2025

https://github.com/ikergarcia1996/neuroevolution-flappy-bird

A comparison between humans, neuroevolution and multilayer perceptrons playing Flapy Bird implemented in Python

ai ai-tutorial artificial-evolution artificial-intelligence artificial-neural-networks deep-learning flappy-bird game-programming genetic-algorithm jupyter-notebook machine-intelligence machine-learning machine-learning-algorithms multilayer-perceptron-network neat neat-python neural-network neural-networks neuroevolution python

Last synced: 05 Oct 2025

https://github.com/onelearn/onelearn

Online machine learning methods

classification machine-learning online-learning-algorithms python random-forest regression

Last synced: 14 Jan 2026

https://github.com/prateekiiest/titanic_survival_exploration

Udacity Machine Learning Nano degree Program Project Predicting Passenger Survival

analysis hacktoberfest ipython-notebook machine-learning regression-models statistical-analysis titanic-survival udacity-machine-learning-nanodegree

Last synced: 28 Oct 2025

https://github.com/etsi-ai/etsi-watchdog

Real-time data drift detection and monitoring for machine learning pipelines.

drift-detection machine-learning python

Last synced: 10 Oct 2025

https://github.com/beiyuouo/fedhf

🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.

distributed-machine-learning federated-learning federated-learning-framework fedhf machine-learning python

Last synced: 19 Apr 2025

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

🟣 Deep 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 deep-learning deep-learning-interview-questions deep-learning-questions deep-learning-tech-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 Jan 2026

https://github.com/fangwei123456/pixelunshuffle-pytorch

PixelUnshuffle, inverse operation of PixelShuffle

computer-vision machine-learning pytorch super-resolution

Last synced: 14 Apr 2025

https://github.com/iterative/example-repos-dev

Source code and generator scripts for example DVC projects

bash dvc example machine-learning open-source

Last synced: 10 Mar 2026

https://github.com/abdullahselek/koolsla

Food recommendation tool with Machine learning.

Last synced: 09 Apr 2025

https://github.com/szilard/gbm-tune

Tuning GBMs (hyperparameter tuning) and impact on out-of-sample predictions

gbm gradient-boosting-machine hyperparameter-optimization machine-learning overfitting

Last synced: 06 Mar 2025

https://mayer79.github.io/effectplots/

Fast Effect Plots in R

machine-learning r regression xai

Last synced: 25 Nov 2025

https://github.com/katulu-io/fl-suite

Federated Learning Suite

federated-learning kubeflow kubernetes machine-learning

Last synced: 14 Jan 2026

https://github.com/amanpriyanshu/fedpaq-mnist-implemenation

An implementation of FedPAQ using different experimental parameters. We will be looking at different variations of how, r(number of clients to be selected), t (local epochs) and s (Quantizer levels))

deep-learning edge-computing federated-learning machine-learning periodic-averaging quantization

Last synced: 06 Oct 2025

https://github.com/levnikmyskin/that_metric_timeline

That Metric Timeline (TMT) is a Python library aimed at the machine/deep learning practitioner/researcher. It helps tracking experiments, saving code, metrics and results

deep-learning machine-learning python utility-library

Last synced: 14 Jan 2026

https://github.com/zahidkhawaja/gophy

AI-powered CLI tool to help you remember bash commands. Ported to Go.

go golang gpt-3 hacktoberfest language-model machine-learning openai

Last synced: 10 Jul 2025

https://github.com/raphaelsty/abayes

Autoregressive Bayesian linear model

autoregressive bayes bayesian bayesian-inference linear-regression machine-learning online

Last synced: 11 Oct 2025

https://github.com/hollance/sefr-swift

The SEFR classifier implemented in Swift

classifier machine-learning machine-learning-algorithms swift

Last synced: 25 Mar 2025

https://github.com/code-kern-ai/embedders

With embedders, you can easily convert your texts into sentence- or token-level embeddings within a few lines of code. Use cases for this include similarity search between texts, information extraction such as named entity recognition, or basic text classification.

classification machine-learning named-entity-recognition natural-language-processing ner nlp python representation-learning similarity-search

Last synced: 24 Apr 2025

https://github.com/CarterMcClellan/supercontrast-legacy

Find the best ML model for your use case | Y Combinator Fall 2024

ai aws aws-sdk azure gcp machine-learning ycombinator

Last synced: 22 Mar 2025

https://github.com/buabaj/xplore

A python package built for data scientist/analysts, AI/ML engineers for exploring features of a dataset in minimal number of lines of code for quick analysis before data wrangling and feature extraction.

artificial-intelligence data-preprocessing data-science data-wrangling machine-learning

Last synced: 12 Apr 2025

https://github.com/hoangsonww/moodify-emotion-music-app

🎹 Moodify - an emotion-based music recommendation system that uses AI/ML models to analyze text, speech, and facial expressions, providing personalized music recommendations across web and mobile platforms.

artificial-intelligence django django-rest-framework emotion fullstack-development hadoop kubernetes machine-learning mobile-development mongodb music python pytorch react-native reactjs redis restful-api spark tensorflow torch