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: 2026-07-07 00:18:54 UTC
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https://github.com/tirendazacademy/deep-learning-with-tensorflow

Deep Learning with TensorFlow

deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks keras keras-tensorflow keras-tutorials machine-learning machinelearning-python tensorflow-examples tensorflow-models tensorflow-tutorials

Last synced: 24 Oct 2025

https://github.com/oracle-samples/automlx

This repository contains demo notebooks (sample code) for the AutoMLx (automated machine learning and explainability) package from Oracle Labs.

ai automated-machine-learning automl automlx classification data-science explainability fairness fairness-ai hyperparameter-optimization interpretability machine-learning machine-learning-explainability mlx oracle python regression timeseries-forecasting tuning unsupervised-anomaly-detection

Last synced: 01 Jul 2025

https://github.com/kaladabrio2020/livro-aprendizado-de-maquina-sklearn-keras-tf

Lendo Livro e Aplicando

cluster keras machine-learning python scikit-learn tensorflow

Last synced: 10 Oct 2025

https://github.com/feyzaakyurek/subspace-reg

Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification

class-incremental-learning computer-vision continual-learning few-shot-learning image-classification incremental-learning machine-learning subspace-learning

Last synced: 18 Apr 2025

https://github.com/mdeff/python_tour_of_data_science

A Python Tour of Data Science

data-analysis data-science education machine-learning python

Last synced: 12 Jul 2025

https://github.com/lolleko/mesh-data-synthesizer

Uses Unreal Engine & Cesium to generate large synthetic dataset from 3D meshes. Enables machine learning tasks like Visual Place Recognition read more in our paper on this: https://meshvpr.github.io

cesium data geospatial machine-learning mesh place-recognition synthesis synthesizer ue5 unreal-engine

Last synced: 28 Apr 2025

https://github.com/alessandrocorradini/harvard-data-science-professional

Repository for the Data Science Professional Program from Harvard University on edX

data-analysis data-science datascience edx harvardx machine-learning machinelearning mooc moocs r r-language

Last synced: 13 Jul 2025

https://github.com/amatofrancesco99/credit-risk-analysis

The aim is to understand which are the key factors for a certain level of credit risk to occur. In addition, some ML models capable to predict the credit risk level for a company in an year - given past years data - have been built and compared.

credit-risk-analysis financial-data-science machine-learning

Last synced: 06 Sep 2025

https://github.com/amadeusitgroup/cpmml

cPMML is C++ library for scoring machine learning models serialized with the Predictive Model Markup Language (PMML)

ai data-science machine-learning ml model-deployment model-scoring pmml

Last synced: 25 Apr 2025

https://github.com/phuijse/machinelearningbook

Libro virtual sobre Machine Learning

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

Last synced: 14 Jun 2025

https://github.com/soda-inria/ken_embeddings

KEN: Relational Data Embeddings

knowledge-graph machine-learning relational-databases

Last synced: 09 Apr 2025

https://github.com/juliaml/learningstrategies.jl

A generic and modular framework for building custom iterative algorithms in Julia

algorithms julialang machine-learning optimization-framework

Last synced: 05 Oct 2025

https://github.com/francescosaveriozuppichini/fairytaledj

You got a friend in me

chatgpt llms machine-learning programming python

Last synced: 07 May 2025

https://github.com/dayyass/rllib

Reinforcement Learning Library.

data-science deep-learning machine-learning python reinforcement-learning

Last synced: 01 Sep 2025

https://github.com/mattdl/continualevaluation

[Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.

avalanche continual-evaluation continual-learning deep-learning lifelong-learning machine-learning pytorch stability-gap

Last synced: 14 Apr 2025

https://github.com/shinmura0/autoencoder_vs_metriclearning

AutoEncoder vs Metric Learning for Anomaly Detection

anomaly-detection deep-learning keras machine-learning

Last synced: 09 Mar 2026

https://github.com/abdullahselek/spampy

Spam filtering module with Machine Learning using SVM (Support Vector Machines).

enron-spam-dataset machine-learning numpy scipy sklearn sklearn-classify spam-classification support-vector-machines

Last synced: 21 Aug 2025

https://github.com/solegalli/feature-selection-in-machine-learning-book

Code repository for the book feature selection in machine learning

data-science feature-selection machine-learning machine-learning-tutorials python

Last synced: 05 May 2025

https://github.com/maxhalford/starboost

:star::rocket: Gradient boosting on steroids

gradient-boosting machine-learning python scikit-learn

Last synced: 01 May 2025

https://github.com/w4k2/problexity

The problexity is an open-source python library containing the implementation of measures describing the complexity of the classification and regression problems.

data-complexity machine-learning python software

Last synced: 17 Jan 2026

https://github.com/mauroandretta/aifootballpredictions

AIFootballPredictions is an ML-based system to predict if a football match will have over 2.5 goals. Using historical data from top European leagues (Serie A, EPL, Bundesliga, La Liga, Ligue 1), it employs advanced feature engineering and model training techniques to provide accurate predictions. Perfect for sports analytics enthusiasts.

data-science football football-analytics football-prediction machine-learning prediction predictive-modeling soccer soccer-analytics

Last synced: 04 Apr 2025

https://github.com/athen-lab/mai

Multilayer Authenticity Identifier (MAI), a CNN model that attempts to identify synthetic AI images.

cnn cnn-classification cnn-model machine-learning pytorch

Last synced: 15 Apr 2025

https://github.com/dereklstinson/gocudnn

Go Bindings for cudnn and other cuda pacakges.

convolutional-neural-networks cuda cudnn go golang machine-learning neural-network

Last synced: 24 Jul 2025

https://github.com/alfakini/university

Our courses and workshops

javascript jupyter-notebook machine-learning python react

Last synced: 23 Mar 2025

https://github.com/adeeteya/tennis-serve-analysis

The Tennis Serve Analysis App is a mobile application designed to revolutionize the way tennis players analyze and improve their serves. Leveraging machine learning algorithms and computer vision techniques, the app provides users with personalized feedback of their serves.

flutter flutter-app flutter-apps flutter-examples machine-learning mobile-app movenet movenet-thunder pose-estimation sports sports-analytics tennis tennis-game tensorflow

Last synced: 02 May 2025

https://github.com/debiai/debiai

Bias detection and contextual evaluation tool for your AI projects

ai bias contextual-evaluation data-agnostic data-analysis data-exploration machine-learning model-evaluation plotlyjs python visualization vuejs

Last synced: 31 Jul 2025

https://github.com/videokit-ai/natdevice

High performance, cross-platform media device streaming for Unity Engine.

android avfoundation camera camera2-api computer-vision ios machine-learning mediafoundation microphone natml unity unity3d webassembly webgl windows

Last synced: 24 Mar 2025

https://github.com/kenyony/flaxkv

🗲 A high-performance on-disk dictionary.

database deep-learning dictionary leveldb llm lmdb machine-learning persistent-storage vector-store

Last synced: 24 Jul 2025

https://github.com/yeliudev/nncore

📦 A lightweight machine learning toolkit for researchers, providing common model design & learning functionalities.

deep-learning machine-learning pytorch

Last synced: 09 Aug 2025

https://github.com/miteshputhran/document_classification

Python code for classification of documents into different classes using machine learning

doc2vec docfileanalysis docs document-classification jupyter-notebook machine-learning naive-bayes-classifier pdf python random-forest supervised-learning text-classification textfile word2vec xgboost

Last synced: 14 Apr 2025

https://github.com/yuhui-zh15/c3

Official implementation of "Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data" (ICLR 2024)

computer-vision contrastive-learning iclr2024 machine-learning natural-language-processing

Last synced: 14 Apr 2025

https://github.com/skblaz/san

Attention-based feature ranking for propositional data.

attention-mechanism deep-neural-networks feature-ranking machine-learning

Last synced: 23 Jul 2025

https://github.com/lspahija/force-multiplier

Use AI to edit your documents in real-time. Provide feedback and let the AI do all the work.

ai gpt-4 machine-learning

Last synced: 15 Aug 2025

https://github.com/aman9026/predict-covid-19

Predicts COVID-19 from PA view of X-ray when submitted on the website

cnn cnn-classification cnn-keras coronavirus coronavirus-analysis covid-19 css deep-learning deep-neural-networks deeplearning html html-css-javascript india javascript machine-learning ml mlops pandemic python3 xray

Last synced: 15 Aug 2025

https://github.com/biolab/orange3-educational

🍊 🎓 Educational widgets for machine learning and data mining in Orange 3.

algorithm coursera data-mining machine-learning machine-learning-algorithms orange teaching udacity university-course visualization

Last synced: 14 Aug 2025

https://github.com/tslu1s/tsforecasting

TSForecasting: Automated Time Series Forecasting Framework

autogluon automated-forecasting automated-timeseries-forecasting automl automl-pipeline catboost data-science forecasting lightgbm machine-learning python scikit-learn timeseries timeseries-analysis timeseries-forecasting xgboost

Last synced: 22 Apr 2025

https://github.com/WildEyeConservation/TrapTagger

AI-Powered Camera-Trap Image Processing

camera-traps computer-vision conservation machine-learning wildlife

Last synced: 20 Jul 2025

https://github.com/kubegems/modelx

A simple, High-Performance, Scalable ML/DL Models Repository based on OCI Artifacts

deep-learning image kubegems kubernetes machine-learning modelx oci repository

Last synced: 11 Mar 2026

https://github.com/ramtinms/tokenquery

TokenQuery (regular expressions over tokens)

machine-learning natural-language-processing nlp regex regular-expressions

Last synced: 28 Apr 2025

https://github.com/justinmeiners/why-train-when-you-can-optimize

Learn multi-variable optimization by creating a drawing assistant. No deep learning required!

canvas deep-learning graphics machine-learning numerical-methods optimization

Last synced: 04 Feb 2026

https://github.com/basicallysource/sorter

A LEGO® Sorting Machine

lego machine-learning neural-networks robotics

Last synced: 29 May 2026

https://github.com/t-systems-on-site-services-gmbh/german-elmo-model

This is a german ELMo deep contextualized word representation. It is trained on a special German Wikipedia Text Corpus.

bilm elmo embedding german machine-learning nlp python tensorflow

Last synced: 10 Jul 2025

https://github.com/dhhruv/contactless-attendance-system

✨ A Contactless Attendance System where your face is identified for Attendance.

algorithm attendance-system cli data-science data-visualization deep-learning face-detection face-recognition facial-recognition framework hacktoberfest hacktoberfest2023 image-recognition jupyter-notebook library machine-learning python shell terminal testing

Last synced: 03 May 2025

https://github.com/pooya-mohammadi/pooya-mohammadi

This is Pooya Mohammadi, Open Source Enthusiast, AI Developer & Researcher

deep-learning fastapi machine-learning medical-image-analysis medical-image-processing medical-image-segmentation mlops monai python pytorch tensorflow

Last synced: 11 Apr 2025

https://github.com/undera/chess-engine-nn

Chess engine that uses neural network to decide on moves

chess machine-learning neural-network python

Last synced: 11 Apr 2025

https://github.com/rasbt/posit2023-python-ml

Workshop materials for posit::conf(2023)

ai deep-learning machine-learning python

Last synced: 01 May 2025

https://github.com/dark-art108/bank-note-authentication

💸 Authenticate Bank Notes on the basis of Genuity and Forged using Sklearn and deployed on Heroku and FastAPI Server 💳 💲

aws awsbe azure beanstalk docker fastapi flask-application gcp heroku machine-learning streamlit

Last synced: 02 May 2025

https://github.com/philipperemy/tensorflow-grid-lstm

Implementation of the paper https://arxiv.org/pdf/1507.01526v3.pdf (Tensorflow 1.0, Python 3)

deep-learning lstm machine-learning recurrent-neural-networks tensorflow time-series

Last synced: 08 Jul 2025

https://github.com/catalyst-team/segmentation

Catalyst.Segmentation

augmentation catalyst deep-learning docker image-processing image-segmentation jaccard machine-learning pipeline python pytorch reproducibility segmentation segmentation-pipeline

Last synced: 04 Apr 2025

https://github.com/sap-samples/acl2020-commonsense

Source code for paper on commonsense reasoning for 2020 Annual Conference of the Association for Computational Linguistics (ACL) 2020.

commonsense-reasoning contrastive deep-learning machine-learning nlp sample sample-code self-supervised

Last synced: 13 Apr 2025

https://github.com/ExplainableML/ACVC

Official PyTorch implementation of CVPRW 2022 paper "Attention Consistency on Visual Corruptions for Single-Source Domain Generalization"

computer-vision cvpr cvpr2022 cvprw cvprw2022 data-augmentation deep-learning domain-generalization l3d-ivu machine-learning pytorch single-source-domain-generalization

Last synced: 08 May 2025

https://github.com/cair/flashrl

ai artificial-intelligence cpp deep-learning deep-reinforcement-learning game machine-learning neural-networks per-arne python reinforcement-learning reinforcement-learning-environments tree-search

Last synced: 07 Mar 2026

https://github.com/asadiahmad/lda

Dimension Reduction with LDA

dimensionality-reduction linear-discriminant-analysis machine-learning machine-learning-algorithms

Last synced: 14 Apr 2025

https://github.com/IndexStorm/git-rec-back

Backend code for GitHub Recommendation Extension

ai faiss flask machine-learning sbert

Last synced: 14 Jul 2025

https://github.com/plainerman/diffdock-pocket

Implementation of DiffDock-Pocket: Diffusion for Pocket-Level Docking with Side Chain Flexibility

computational-biology diffusion-models drug-discovery generative-ai machine-learning molecular-docking

Last synced: 26 Oct 2025

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

This repository contains the official implementation of Astroformer, an ICLR Workshop 2023 paper.

computer-vision convolutional-neural-networks deep-learning machine-learning transformer vision-transformer

Last synced: 16 Oct 2025

https://github.com/ozlerhakan/deep-learning-notes

🤖 Deep Learning notes and snippets

book books deep-learning keras machine-learning machine-learning-algorithms machinelearning neural-network neural-networks python snippets tensorflow

Last synced: 15 Mar 2026

https://github.com/knazeri/coursera

Coursera's Machine/Deep Learning assignments

deep-learning machine-learning neural-networks

Last synced: 15 Oct 2025

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

Multi-Calibration & Multi-Accuracy Boosting for R

bias-correction bias-detection classification ethics fairness fairness-ai fairness-ml machine-learning post-processing responsible-ai

Last synced: 15 Mar 2026

https://github.com/slickml/slick-ml

SlickML 🧞: Slick Machine Learning in Python

data-science machine-learning python

Last synced: 17 Mar 2026

https://github.com/maxim5/cs231n-2016-winter

All lecture notes and assignments for CS231n: Convolutional Neural Networks for Visual Recognition class by Stanford

computer-vision convolutional-neural-networks cs231n deep-learning machine-learning

Last synced: 28 Jan 2026

https://github.com/akabe/docker-iocaml-datascience

Dockerfile of Jupyter (IPython notebook) and IOCaml (OCaml kernel) with libraries for data science and machine learning

data-science deep-learning docker functional-programming iocaml jupyter-notebook machine-learning ocaml

Last synced: 07 Oct 2025

https://github.com/llnl/macc

Robust neural network surrogate for inertial confinement fusion

deep-learning machine-learning machine-learning-algorithms neural-networks physics-simulation scientific-computing scientific-machine-learning

Last synced: 29 Apr 2025

https://github.com/vocalpy/hybrid-vocal-classifier

a Python machine learning library for animal vocalizations and bioacoustics

birdsong keras machine-learning python scikit-learn tensorflow

Last synced: 19 Jan 2026

https://github.com/gsurma/histopathologic_cancer_detector

CNN histopathologic tumor identifier.

artificial-intelligence cancer cancer-detection cnn cnn-keras convolutional-neural-networks jupyter-notebook kaggle kaggle-competition machine-learning network-in-network neural-network python transfer-learning

Last synced: 13 Oct 2025

https://github.com/SOM-Research/DescribeML

DescribeML is a Visual Studio Code language plug-in to describe machine-learning datasets in a structured format. Build better data describing the composition, provenance and social concerns of your dataset.

data-science dataset-generation datasets describeml langium machine-learning model-driven modeling open-data open-datasets visual-studio-code vscode

Last synced: 25 Oct 2025

https://github.com/aqibsaeed/research-paper-categorization

Research paper classification using machine learning and NLP

machine-learning nlp text-classification

Last synced: 12 Oct 2025

https://github.com/ml-libs/mlserve

mlserve turns your python models into RESTful API, serves web page with form generated to match your input data.

machine-learning mlserve model-deployment model-serving scikit-learn

Last synced: 28 Jan 2026

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

A high level abstraction library designed for effortless tabular data based tasks.

classification deep-learning machine-learning neural-network python rust tabular-data

Last synced: 18 Jan 2026

https://github.com/serkor1/slmetrics

A high-performance R :package: for supervised and unsupervised machine learning evaluation metrics witten in 'C++'.

armadillo armadillo-library artificial-intelligence cpp cran cran-r data-analysis data-science eigen3 machine-learning performance-metrics r r-package r-stats rcpp rcpparmadillo rcppeigen statistics supervised-learning

Last synced: 18 Feb 2026

https://github.com/hoangsonww/ai-rag-assistant-chatbot

👨🏻‍💻 Meet Lumina – my personal chatbot assistant designed to answer any questions. Powered by Optuna, RAG, LangChain, and Pinecone vector database, Lumina offers friendly support and smart solutions tailored for all conversations. Created as part of the mid-term project for COMP-488 at UNC.

api artificial-intelligence chat-application chatbot docker express fullstack-development langchain lumina machine-learning mongodb nodejs personal-assistant python rag react retreival-augmented-generation typescript vercel

Last synced: 15 Mar 2026

https://github.com/tlverse/origami

:game_die: :crystal_ball: Comprehensive Cross-Validation Engine

cross-validation machine-learning

Last synced: 19 Feb 2026

https://github.com/luiscib3r/solar-rad-forecasting

In these notebooks the entire research and implementation process carried out for the construction of various machine learning models based on neural networks that are capable of predicting levels of solar radiation is captured given a set of historical data taken by meteorological stations.

convolutional-neural-networks data-science deep-learning forecasting machine-learning rnn rnn-tensorflow

Last synced: 06 Mar 2026

https://github.com/muhamuttaqien/AI-Lab

🔬 Absolutely comfort lab for me to work around with my own AIs and to empirically observe how powerful and impactful these technologies are. I do love these technologies!

artificial-intelligence autonomous-systems computer-vision deep-learning machine-learning natural-language-processing reinforcement-learning robotics

Last synced: 14 Mar 2025

https://github.com/rmodi6/email-classification

Classifying emails into custom user labels

email-dataset knn-classification machine-learning naive-bayes-classification natural-language-processing python

Last synced: 09 Mar 2026

https://github.com/gully/blase

Interpretable Machine Learning for astronomical spectroscopy in PyTorch and JAX

astronomy interpretable-machine-learning machine-learning spectroscopy

Last synced: 29 Jul 2025

https://github.com/dawievlill/datascience-871

Data science module for economists written mostly in Julia and R

data-analysis data-science machine-learning

Last synced: 27 Feb 2025

https://github.com/Haleshot/marimo-tutorials

Collection of marimo tutorials which encompass notebook/app examples in varying domains - CS/AI/ML

artificial-intelligence computer-vision data-science image-processing jax llm machine-learning marimo marimo-notebook pytorch recommender-system tensorflow

Last synced: 19 Apr 2025

https://github.com/alan-turing-institute/timeseriesclassification.jl

Machine Learning with Time Series in Julia

julia machine-learning time-series

Last synced: 05 May 2025

https://github.com/senior-sigan/kawaiisearch

An application to find similar pictures based on the VGG16 and kNN

fashion image-classification keras knn machine-learning picture similarity-search vgg16

Last synced: 19 Apr 2025

https://github.com/netflix/user2020-metaflow-tutorial

Tutorial contents for useR! 2020 Metaflow workshop

datascience machine-learning metaflow r rstats

Last synced: 01 Jul 2025

https://github.com/primozgodec/imagecolorization

Image and video colorizer is package for automatic image and video colorization. Models are allready trained

artificial-intelligence colorization datamining image-colorization machine-learning neural-network

Last synced: 10 Mar 2026

https://github.com/mati365/neural-cars

🚗 Neural network 2D cars ray collision detection using ML genetic training algorithm

canvas cars game genetic-algorithm machine-learning neural-cars neural-network react

Last synced: 24 Apr 2025

https://github.com/notedance/optimizers

This project implements optimizers for TensorFlow and Keras, which can be used in the same way as Keras optimizers. Machine learning, Deep learning

deep-learning deep-reinforcement-learning deeplearning keras machine-learning machinelearning optimizer optimizer-algorithms reinforcement-learning tensorflow

Last synced: 30 Apr 2025

https://github.com/stevenabreu7/handson_reservoir

Repository for paper "Hands-on reservoir computing" (NCE, 2022)

machine-learning physical-computing reservoir reservoir-computing tutorial

Last synced: 14 Apr 2025

https://github.com/wellflat/opencv-samples

OpenCV sample codes (C++/Python)

computer-vision cpp machine-learning opencv python

Last synced: 21 Mar 2025

https://github.com/rainingcomputers/pykitml

Machine Learning library written in Python and NumPy.

deep-learning machine-learning neural-network numpy python-library random-forest

Last synced: 19 Mar 2025

https://github.com/sustainable-computing-io/kepler-model-server

Model Server for Kepler

machine-learning model-server online-machine-learning prometheus stream-processing sustainability tensorflow tensorflow-io tensorflow2

Last synced: 08 May 2025

https://github.com/mattdangerw/keras-text-generation

RNN text generation using Keras for word and character level models.

deep-learning keras machine-learning python recurrent-neural-networks text-generation

Last synced: 30 Apr 2025

https://github.com/dlopezyse/ai-for-bio

A free and collaborative space for Machine Learning 🤖 applied to Biology 🧬

bioinformatics biology biotech biotechnology course data-science education large-language-models llms machine-learning notebooks python

Last synced: 28 Feb 2025

https://github.com/networks-learning/curb

Code for "An Online Algorithm to Reduce the Spread of Misinformation in Social Networks", WSDM 2018

control fake-news machine-learning point-processes

Last synced: 23 Apr 2025

https://github.com/hoangsonww/rag-langchain-ai-system

🧠 This repository features an agentic, Retrieval-Augmented Generation (RAG) system powered by LangChain, FAISS, Hugging Face, and Ollama, running in Google Colab for portfolio support. It integrates document retrieval, dynamic entity extraction, and external API calls to generate context-aware responses with an interactive AI assistant.

bert expressjs faiss flask google-colab huggingface langchain langchain-python language-model llama2 llm machine-learning ngrok ollama ollama-api python rag retrieval-augmented-generation transformers typescript

Last synced: 14 Apr 2025

https://github.com/statmixedml/dgbm

Distributional Gradient Boosting Machines

decision-trees distributional-regression gradient-boosting lightgbm machine-learning normalizing-flow probabilistic-modeling quantile-estimation uncertainty-quantification xgboost

Last synced: 06 Jan 2026

https://github.com/davipatti/birdbrain

Code for searching the www.xeno-canto.org bird sound database, and training a machine learning model to classify birds according to their sounds.

bird-species-classification birds birdsong machine-learning python tensorflow

Last synced: 01 Apr 2025

https://github.com/pmichel31415/p-dro

Code for the papers "Modeling the Second Player in Distributionally Robust Optimization" and "Distributionally Robust Models with Parametric Likelihood Ratios"

dro machine-learning natural-language-processing

Last synced: 11 Mar 2026