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: 2026-07-02 00:18:11 UTC
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https://github.com/taejoongyoon/ecg_classification

ECG Classification with Tensorflow

ecg machine-learning tensorflow

Last synced: 06 Apr 2025

https://github.com/vvizardev/pumpfun-ai-comment-bot

pumpfun-ai-comment-bot : this comment bot generates ai comments based on user input ( clue: solana ai comment pumpfun bot agent ) solana ai agent

ai bot comment machine-learning pumpfun solana

Last synced: 13 Apr 2025

https://github.com/safe-ds/dsl

Statically checked Data Science programs.

data-science dsl learnability machine-learning safety static-analysis usability

Last synced: 26 Jun 2025

https://github.com/shivaylamba/machine-learning-mentorship

Repository for GirlScript Winter Mentorship Programme for Machine Learning

girlscript machine-learning mentorship python

Last synced: 14 Apr 2025

https://github.com/cpury/pong-rl

Reinforcement Learning with Pong in the Browser via TensorFlow.js

game-development machine-learning reinforcement-learning tensorflowjs tfjs

Last synced: 06 May 2025

https://github.com/yutkin/news-aggregator

Classification and aggregation of russian news articles. University coursework.

classification coursework machine-learning news news-aggregator nlp university

Last synced: 05 Apr 2025

https://github.com/JunlinHan/CropMix

Code of CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping

computer-vision contrastive-learning data-augmentation deep-learning image-classification machine-learning masked-image-modeling representation-learning self-supervised-learning

Last synced: 06 May 2025

https://github.com/amzn/rheoceros

Cloud-based AI / ML workflow and data application development framework

ai aws aws-emr aws-glue aws-lambda bring-your-own-account cloud data-science event-based feature-engineering flow low-code-framework machine-learning pyspark sagemaker-notebook sagemaker-notebook-instance scala-spark serverless spark

Last synced: 13 Jul 2025

https://github.com/socaity/fasttaskapi

Create web-APIs for long-running tasks. Job based task handling. Get the result with the job id later. FastTaskAPI creates threaded jobs and job queues on the fly. Router functionality for Runpod. Run services anywhere, be it local, hosted or serverless.

azure-blob-storage celery deployment fastapi job-queue json machine-learning openapi rest runpod s3-storage starlette threading uvicorn

Last synced: 17 Jul 2025

https://github.com/replacementAI/Finding-Alpha-with-AI

A 3 part series of Jupyter notebooks to help one find alpha in the stock market with AI

algorithmic-trading finance investing investment investment-strategies machine-learning python quant quantitative-finance quantitative-trading stock stock-market trading trading-strategies

Last synced: 30 Mar 2025

https://github.com/zengbin93/blog

deeplearning machine-learning python

Last synced: 14 Apr 2025

https://github.com/ashishpatel26/kubeflow-installation-on-windows-10

Kubeflow installation on windows 10/11

deep-learning docker docker-setup kubeflow kubernetes machine-learning minikube minikube-cluster minikube-setup mlflow mlops

Last synced: 14 May 2025

https://github.com/anishlearnstocode/ml-stanford

Machine Learning Course by Stanford on Coursera (Andrew Ng)

andrew-ng classification coursera logistic-regression machine-learning ml regression stanford

Last synced: 22 Jul 2025

https://github.com/deepset-ai/haystack-home

Website for Haystack, the open source LLM framework

blog llm machine-learning nlp open-source

Last synced: 12 Apr 2025

https://github.com/linhaowei1/CLoG

✌ CLoG: Benchmarking Continual Learning of Image Generation Models

continual-learning diffusion-models gan generative-model huggingface machine-learning stable-diffusion

Last synced: 27 Mar 2025

https://github.com/dlmacedo/robust-deep-learning

A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances. Calibrate your model to produce enhanced uncertainty estimations. Detect out-of-distribution data using the defined score type and threshold.

anomaly-detection classification deep-learning deep-neural-networks machine-learning novelty-detection ood-detection open-set open-set-recognition out-of-distribution out-of-distribution-detection pytorch robust-deep-learning robust-machine-learning trustworthy-ai trustworthy-machine-learning uncertainty-calibration uncertainty-estimation uncertainty-neural-networks

Last synced: 08 Oct 2025

https://github.com/faceplugin-ltd/open-source-face-recognition-sdk

The world's 1st open source face recognition SDK for Windows and Linux (Face detection, Face landmark extraction, Face feature extraction, Face template mathcing)

deep-learning face-detection face-landmark-detection face-recognition identity-verification machine-learning open-source python

Last synced: 07 Mar 2026

https://github.com/janosh/ffonons

Phonons from ML force fields

machine-learning materials-informatics materials-science

Last synced: 21 Mar 2025

https://github.com/jmduarte/phys139_239

UCSD PHYS 139/239: Machine Learning in Physics (Winter 2023)

machine-learning physics ucsd

Last synced: 11 Sep 2025

https://github.com/adilzouitine/outfit

:dress: Tidy up your machine learning experiments

experiments machine-learning

Last synced: 11 Apr 2025

https://github.com/sandialabs/pyriid

ML-based radioisotope identification and estimation from gamma spectra in Python.

gamma-spectra machine-learning neural-networks python radiation radiation-sensor radioisotope-identification scr-2618 snl-applications snl-data-analysis snl-science-libs snl-visualization tensorflow2

Last synced: 02 May 2025

https://github.com/sql-hkr/syna

Syna is a lightweight machine learning framework inspired by DeZero.

framework machine-learning reinforcement-learning

Last synced: 14 May 2026

https://github.com/bgu-cs-vil/pdc-dp-means

"Revisiting DP-Means: Fast Scalable Algorithms via Parallelism and Delayed Cluster Creation" [Dinari and Freifeld, UAI 2022]

clustering dpmeans kmeans machine-learning minibatch scikit-learn

Last synced: 10 Apr 2025

https://github.com/nhatsmrt/nn-toolbox

A toolbox of commonly used deep learning components, procedures and applications

data-science deep-learning machine-learning neural-networks python pytorch

Last synced: 10 Apr 2025

https://github.com/vida-nyu/pycalibrate

pycalibrate is a Python library to visually analyze model calibration in Jupyter Notebooks

calibration machine-learning model-analysis model-calibration

Last synced: 11 Sep 2025

https://github.com/asem000/serket

The ✨Magical✨ JAX ML Library.

jax machine-learning neural-network

Last synced: 07 Oct 2025

https://github.com/guillaumebouchetepitech/geneticalgorithm_experiment

Genetic Algorithm experiment, it was kept simple on purpose. (demo available)

bullet-physics genetic-algorithm machine-learning multithreading opengl

Last synced: 17 Aug 2025

https://github.com/computerender/tutorials

Examples using the computerender API

ai generative generative-art graphics machine-learning stable-diffusion

Last synced: 17 Aug 2025

https://github.com/aniketwdubey/rainfall-prediction-end-to-end-ml-project

The main motive of the project is to predict the amount of rainfall in Vidarbha region or state well in advance. We predict average rainfall using past data.

css data-science data-visualization flask html machine-learning python rainfall-prediction

Last synced: 23 Apr 2025

https://github.com/riscy/machine_learning_linear_models

A demo showcasing linear regression, reduced-rank regression and a linear system identification algorithm for modelling time series -- and when to apply them.

linear-model machine-learning

Last synced: 11 Apr 2025

https://github.com/stacksapien/react-tesseract-ocr

Tesseract OCR implementation in React JS

lstm machine-learning ocr ocr-engine react-tesseract react-tesseract-ocr reactjs reactjs-tesseract reactjs-tesseract-ocr stacksapien tesseract tesseract-ocr text-classification text-detection text-recognition

Last synced: 07 Sep 2025

https://github.com/aiwithqasim/piaic-artificial-intelligence

Welcome, to this OPEN SOURCE repository. In this repository, I'll Add all Material that I had read in the PIAIC course. It will benefit those students of PIAIC who are Enthusiastic toward Artificial Intelligence.

cnn data-science deep-learning docker linux machine-learning matplotlib numpy pandas python3

Last synced: 17 Mar 2025

https://github.com/tailhq/plasmaml

Machine Learning tools for Space Weather and Plasma Physics

machine-learning plasma-physics scala space-physics space-weather

Last synced: 15 Oct 2025

https://github.com/cheng-lin-li/machinelearning

Implementations of machine learning algorithm by Python 3

decision-trees fastmap gaussian-mixture-models gmm hmm-viterbi-algorithm kmeans lstm machine-learning machine-learning-algorithms mlp neural-network pca pca-analysis perceptron perceptron-learning-algorithm python3 scikit-learn tensorflow

Last synced: 09 Oct 2025

https://github.com/aahrens1/ddml

Double/Debiased Machine Learning implementation for Stata

causal-inference machine-learning stata

Last synced: 23 Feb 2026

https://github.com/aws-solutions-library-samples/amazon-personalize-online-recommendations-with-google-tag-manager

This Guidance helps businesses build a real-time recommendation pipeline using Amazon Personalize

aws aws-personalize google-tag-manager machine-learning recommendation-system retail-ecomm

Last synced: 24 Oct 2025

https://github.com/rubixml/colors

Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.

clustering contingency-table cross-validation k-means k-means-clustering k-means-plus-plus kmeans machine-learning machine-learning-tutorial php php-machine-learning php-ml rubix-ml synthetic-data synthetic-dataset-generation tutorial unsupervised-learning

Last synced: 04 Sep 2025

https://github.com/poloclub/gam-coach

Personal coach to help you obtain desired AI decisions!

counterfactual-explanations generalized-additive-models integer-programming interactive-visualizations machine-learning recourse visualization

Last synced: 01 Aug 2025

https://github.com/jakartaresearch/maleo

Wrapper library for text cleansing, preprocessing in NLP

indonesian-language machine-learning nlp nlp-library

Last synced: 25 Sep 2025

https://github.com/rakibhhridoy/anomalydetectionintimeseriesdata-keras

Statistics, signal processing, finance, econometrics, manufacturing, networking[disambiguation needed] and data mining, anomaly detection (also outlier detection) is the identification of rare items, events or observations which raise suspicions by differing significantly from the majority of the data. Typically the anomalous items will translate to some kind of problem such as bank fraud, a structural defect, medical problems or errors in a text. Anomalies are also referred to as outliers, novelties, noise, deviations and exceptions.

anomaly-detection autoencoder autoencoders deep-learning dropout keras lstm machine-learning numpy pandas python regularization tensorflow threshold

Last synced: 26 Feb 2026

https://github.com/vida-nyu/alpha-automl

Alpha-AutoML is a Python library for automatically generating end-to-end machine learning pipelines.

automl data-science machine-learning python

Last synced: 19 Feb 2026

https://github.com/drchainsaw/naivenaslib.jl

Relentless mutation!!

architecture-search deep-learning hyperparameter-optimization machine-learning morphisms mutation neural-networks transfer-learning

Last synced: 14 Mar 2025

https://github.com/nmandery/extended-isolation-forest

Rust port of the extended isolation forest algorithm for anomaly detection

anomaly-detection isolation-forest machine-learning

Last synced: 30 Aug 2025

https://github.com/h2oai/mlops-dai-runtimes

Production ready templates for deploying Driverless AI (DAI) scorers. https://h2oai.github.io/dai-deployment-templates/

h2o h2oai machine-learning model-deployment model-server model-serving mojo

Last synced: 07 Apr 2025

https://github.com/targene/tmle.jl

A Julia implementation of the Targeted Minimum Loss-based Estimation

causal-inference double-robust julia machine-learning non-parametric-statistics statistics targeted-learning tmle

Last synced: 27 Jul 2025

https://github.com/jinglescode/reinforcement-learning-tic-tac-toe

A reinforcement learning algorithm for agents to learn the tic-tac-toe, using the value function.

javascript machine-learning reinforcement-learning

Last synced: 15 Apr 2025

https://github.com/marketcalls/openadvisor

Self Hostable - Personal Machine Learning Based Stock Recommendation Platform

catboost daisyui flask investment-analysis machine-learning python sqlite stock-price-prediction tailwindcss tradingview

Last synced: 13 Aug 2025

https://github.com/MilaNLProc/bertlang

A web interface to understand language-specific BERT-models

artificial-intelligence bert-model machine-learning nlp nlp-machine-learning

Last synced: 23 Aug 2025

https://github.com/amitkaps/datascience

Build and Deploy Machine Learning Models on the Cloud

cloud data-science machine-learning python

Last synced: 10 Nov 2025

https://github.com/elenamer/ecg_classification_dl

ECGDL: A framework for comparative study of databases and computational methods for arrhythmia detection from single-lead ECG

arrhythmia-classification ecg machine-learning

Last synced: 09 Aug 2025

https://github.com/msesia/conditional-conformal-pvalues

Conditional calibration of conformal p-values for outlier detection.

conformal-prediction false-discovery-rate machine-learning outlier-detection statistics

Last synced: 30 Oct 2025

https://github.com/imetomi/tiny-ann

Neural Network library in C

ann c-language data-science deep-learning deep-neural-networks library machine-learning network neural neural-network

Last synced: 14 Jul 2025

https://github.com/intuit/foremast-brain

Foremast-brain is a component of Foremast project.

application-monitoring deep-learning distributed-systems machine-learning near-real-time shared-nothing statistics system-monitoring

Last synced: 21 Jun 2025

https://github.com/adamjstewart/crop_yield_prediction

:corn: Machine learning model for crop yield prediction

crop-model deep-learning machine-learning neural-network

Last synced: 07 May 2025

https://github.com/burhan-q/ultralytics-snippets

Ultralytics VSCode snippets plugin to provide quick examples and templates of boilerplate code to accelerate your code development and learning.

code-snippets deep-learning developer-tools machine-learning neural-networks object-detection python sam2 segmentation snippets ultralytics vscode vscode-extension yolo yolo11 yolov10 yolov8 yolov9

Last synced: 12 Jun 2025

https://github.com/minhaskamal/alphabetrecognizer

Simple Optical Character Recognizer (english-ocr-image-to-text-recognition-sample-trainig-alphabet-photo-data-database-dataset)

alphabet-recognizer data database english image-processing java machine-learning ocr sample template-matching text-recognition training-data writing

Last synced: 11 Apr 2025

https://github.com/cea-list/rpcdataloader

A variant of the PyTorch Dataloader using remote workers.

data-science dataloader distributed-computing hpc machine-learning preprocessing pytorch slurm

Last synced: 21 Jun 2025

https://github.com/dice-group/tebaqa

A question answering system which utilises machine learning.

machine-learning natural-language-processing question-answering weka

Last synced: 24 Jun 2025

https://github.com/jeffersonqin/yolo-v1-pytorch

⚗ YOLO v1 PyTorch Implementation

deep-learning machine-learning object-detection pytorch yolo yolov1

Last synced: 21 Aug 2025

https://github.com/louisbrulenaudet/docutron

Docutron Toolkit: detection and segmentation analysis for legal data extraction over documents.

cv2 detecron2 detection document legal legaltech legaltools llm machine-learning nlp ocr ocr-recognition preprocessing

Last synced: 14 Jul 2025

https://github.com/grtlr/uapca

Uncertainty-aware principal component analysis.

dimensionality-reduction hacktoberfest machine-learning uncertainty visualization

Last synced: 20 Jun 2025

https://github.com/carloscinelli/dml.sensemakr

Sensitivity analysis tools for causal ML

causal-inference debiased-machine-learning double-machine-learning machine-learning r r-package sensitivity-analysis

Last synced: 24 Dec 2025

https://github.com/iterative/studio-support

❓ DVC Studio Issues, Question, and Discussions

data-science dvc machine-learning mlops support

Last synced: 04 Feb 2026

https://github.com/opensourceai/spark-plan

星火计划-做AI领域的独家，所有文章旨在技术传播和交流学习，非商业用途。

ai depplearning machine-learning python

Last synced: 01 Sep 2025

https://carpentries-incubator.github.io/machine-learning-librarians-archivists/

Introduction to AI for GLAM

beta carpentries-incubator english glam lesson machine-learning

Last synced: 08 May 2025

https://github.com/uscbiostats/pm566

USC's Introduction to Health Data Science

course course-materials data-science datascience dataviz machine-learning rstats webscraping

Last synced: 07 Mar 2026

https://github.com/pourmand1376/PersianCrawler

Open source crawler for Persian websites.

crawler machine-learning news python scrapy tasnim text-classification

Last synced: 09 Jul 2025

https://github.com/manasvigoyal/gmail-classification

Extract Emails from Gmail account, convert to Excel file and classify using various classification algorithms.

beautifulsoup classification email-classification excel gmail jupyter-notebooks machine-learning matplotlib numpy pandas python scikit-learn seaborn

Last synced: 28 Oct 2025

https://github.com/thomasathorne/clj-stan

A library to interface with STAN.

bayesian-inference machine-learning stan

Last synced: 21 Feb 2026

https://github.com/shehzeen/waveguard_defense

This is the codebase for defense framework described in USENIX '21 paper "WaveGuard: Understanding and Mitigating Audio Adversarial Examples"

adversarial-machine-learning audio defense-methods machine-learning

Last synced: 30 Apr 2025

https://github.com/kennethleungty/finance-llms

Comprehensive Compilation of Real-World LLM Implementation in Financial Services

artificial-intelligence banking bloomberggpt deep-learning domain-specific-models finance finance-llm finance-llms financial-services fine-tuning fingpt gen-ai genai generative-ai gpt insurance large-language-model large-language-models llm machine-learning

Last synced: 02 Jan 2026

https://github.com/francescosaveriozuppichini/non-max-suppression-in-pytorch

How to implement Non Max Suppression (NMS) in PyTorch

data-science machine-learning programming pytorch-implementation

Last synced: 04 Aug 2025

https://github.com/fablabbcn/smartcitizen-data

A python package for analyzing environmental sensor's data

air-quality data-analysis data-science environmental-monitoring low-cost-sensor machine-learning python sensor-data sensors smartcitizen

Last synced: 13 Jun 2026

https://github.com/sbrunk/scalajs-tfjs

Scala.js bindings for TensorFlow.js. Train and deploy ML models in your browser with Scala.

deep-learning machine-learning scala scala-js tensorflow tensorflowjs

Last synced: 01 Apr 2026

https://github.com/ryandsilva/nn-from-scratch

:star: Implementation of Neural Networks from Scratch Using Python & Numpy :star:

deep-learning hacktoberfest machine-learning neural-network numpy python

Last synced: 17 Mar 2026

https://github.com/cod3licious/simec

Similarity Encoder (SimEc) Neural Network Framework for learning low dimensional similarity preserving representations

deep-learning embeddings machine-learning matrix-factorization neural-network representation-learning

Last synced: 28 Feb 2026

https://github.com/hfahrudin/facex

Python library for detecting faces and classifying emotions in images lightweight, efficient threading and object pooling for concurrent processing.

computer-vision deep-learning machine-learning opencv python raspberry-pi tensorflow

Last synced: 31 Jan 2026

https://github.com/opentensor/validators

Repository for bittensor validators

ai blockchain cryptocurrency deep-learning machine-learning neural-networks pytorch torch validators wandb

Last synced: 28 Feb 2026

https://github.com/jaypmorgan/adversarial.jl

Adversarial attacks for Neural Networks written with FluxML

adversarial-attacks adversarial-machine-learning flux julia julialang machine-learning

Last synced: 05 Mar 2026

https://github.com/modzy/sdk-javascript

The official JavaScript SDK for the Modzy Machine Learning Operations (MLOps) Platform.

ai-security api-client api-rest drift-detection explainable-ai javascript kubernetes machine-learning machine-learning-operations microservices mlops model-serving production-machine-learning

Last synced: 17 Mar 2026

https://github.com/lbl-camera/fvgp

A software package for flexible HPC GPs

gaussian-processes machine-learning stochastic-optimization stochastic-processes

Last synced: 29 Jan 2026

https://github.com/liuxiaodong008008/matrix2

A better architected Matrix library in c++

broadcast broadcasting cpp cpp11 cpp14 cpp17 ease-to-use header-only library light lightweight machine-learning matrix matrix-class matrix-library matrix-structure optimization simple structure template

Last synced: 15 Apr 2025

https://github.com/microsoft/python-sklearn-regression-cookiecutter

Cookiecutter template for testing Python scikit-learn regression learners.

cookiecutter machine-learning python scikit-learn template

Last synced: 27 Apr 2026

https://github.com/xamlbrewer/ml.net-jupyter-notebooks

Some C# Jupyter Notebooks covering ML.NET scenarios

dotnet jupyter-notebook machine-learning ml-net xplot

Last synced: 08 Sep 2025

https://github.com/nhejazi/haldensify

:package: R/haldensify: Highly Adaptive Lasso Conditional Density Estimation

causal-inference conditional-density-estimates density-estimation highly-adaptive-lasso inverse-probability-weights machine-learning nonparametric-regression propensity-score

Last synced: 16 Aug 2025

https://github.com/jinglescode/unity-ml-agents-turret-defense

A reinforcement learning agent playing as the turret, where its goal is to allow ten friendly units to enter the base, and loses if an enemy unit has entered the base or if two friendly units were shot.

machine-learning mlagent reinforcement-learning unity

Last synced: 15 Apr 2025

https://github.com/kyegomez/mobilevlm

Implementation of the LDP module block in PyTorch and Zeta from the paper: "MobileVLM: A Fast, Strong and Open Vision Language Assistant for Mobile Devices"

ai artificial-intelligence attention attention-is-all-you-need attention-mechanisms machine-learning ml

Last synced: 07 May 2025

https://github.com/piesposito/transformers-low-code-experiments

Low-code pre-built pipelines for experiments with huggingface/transformers for Data Scientists in a rush.

deep-learning machine-learning nlp pytorch transformer

Last synced: 31 Jul 2025

https://github.com/mukeshmithrakumar/hackerranksolutions

My HackerRank Solutions for Python, Java, C, C++, Shell, SQL, JavaScript and Interview Preparation Kit

bash c cpp data-science hackerrank hackerrank-solutions interview-preparation interview-questions java javascript linux-shell machine-learning python python3 shell software sql

Last synced: 09 Jul 2025

https://github.com/ccrvlh/autoclass

Script that automatically classifies your bank statement into pre-determined labels.

banking banking-applications machine-learning personal-finance python scikit-learn

Last synced: 11 Apr 2025

https://github.com/bishal7679/asl-transformer

A user-friendly application for converting either audio or text into sign language animations.

argocd dockerfile gsoc-2023 kubernetes machine-learning mediapipe-hands rancher whisper-ai

Last synced: 08 Sep 2025

https://github.com/jnrmnt/zemberekdotnet

ZemberekDotNet is the .NET Port of Zemberek-NLP (Natural Language Processing tools for Turkish).

csharp language machine-learning morphology natural-language-processing nlp nuget turkish zemberek zemberek-nlp

Last synced: 18 Apr 2025

https://github.com/vndee/sentivi

A Simple Tool For Sentiment Analysis

deep-learning machine-learning sentiment-analysis text-classification

Last synced: 15 Jun 2025

https://github.com/bhky/nodding-pigeon

Detection and classification of head gestures in videos

gesture-classification gesture-detection keras machine-learning tensorflow2

Last synced: 10 Apr 2025

https://github.com/applenob/machine_learning_basic

my machine learning notes

jupyter-notebook machine-learning

Last synced: 29 Jun 2025

https://github.com/dstalzjohn/py-poetry-m1

This repository contains a tutorial for using python poetry and tensorflow on a Apple M1 chip and x64/x86 system. Additionally when using the M1 chip, the power of its GPU is enabled for tensorflow.

m1 machine-learning python tensorflow

Last synced: 10 Apr 2025