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/makaveli10/reinforcementlearning

Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.

david-silver-course double-dqn dqn dqn-pytorch dynamic-programming experience-replay machine-learning model-free-rl monte-carlo-methods n-step-bootstrapping n-step-sarsa prioritized-experience-replay q-learning q-learning-vs-sarsa random-walk reinforcement-learning sarsa sutton-gambler sutton-gridworld td-learning

Last synced: 18 Mar 2025

https://github.com/jishnujayakumar/mlrc2020-embedkgqa

This is the code for the MLRC2020 challenge w.r.t. the ACL 2020 paper Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

embeddings knowledge-graph machine-learning multi-hop-reasoning neural-embeddings nlp

Last synced: 10 Mar 2026

https://github.com/amallia/gaussiannb

Gaussian Naive Bayes (GaussianNB) classifier

gaussian machine-learning ml naive-bayes naive-bayes-algorithm naive-bayes-classifier

Last synced: 01 Aug 2025

https://github.com/dbraun/dac-jax

JAX Implementations of Descript Audio Codec and EnCodec

audio audio-codec audio-compression jax machine-learning

Last synced: 15 Apr 2025

https://github.com/d-chambers/dbscan1d

An efficient 1D implementation of the DBSCAN clustering algorithm

clustering dbscan-algorithm machine-learning python

Last synced: 01 Jul 2025

https://github.com/lucko515/ml_tutor

Machine Learning Tutor Python library

classification clustering data-science education jupyter-notebook machine-learning python regression tutorials

Last synced: 08 Aug 2025

https://github.com/github/mlops

Use GitHub to facilitate automation, collaboration and reproducibility in your machine learning workflows.

actions cicd data-science devops-tools machine-learning mlops pages primer primer-design

Last synced: 04 Oct 2025

https://github.com/jxareas/ml-zoomcamp-2022

Solutions for the Machine Learning Zoomcamp 2022 by DataTalks.Club.

classification deepnote exploratory-data-analysis linear-regression logistic-regression machine-learning numpy pandas python r regression regularization rmarkdown streamlit

Last synced: 08 Oct 2025

https://github.com/sibirbil/less

Learning with Subset Stacking

classification machine-learning meta-learning regression stacking-ensemble subset-selection

Last synced: 21 Oct 2025

https://github.com/parmarsuraj99/numerai-guides

Repository for Numer.ai guides

blockchain datascience deep-learning machine-learning quant

Last synced: 03 Apr 2025

https://github.com/smpanaro/more-ane-transformers

Run transformers (incl. LLMs) on the Apple Neural Engine.

coreml gpt2 llm machine-learning neural-engine transformers

Last synced: 11 Mar 2026

https://github.com/mind-the-pineapple/sklearn-rvm

An sklearn style implementation of the Relevance Vector Machine (RVM).

machine-learning relevance-vector-machine scikit-learn sklearn

Last synced: 24 Oct 2025

https://github.com/patricksongzy/corgi

A neural network, and tensor dynamic automatic differentiation implementation for Rust.

autograd deep-learning machine-learning neural-network rust tensor

Last synced: 25 Oct 2025

https://github.com/snigdho8869/multiclass-text-classification

Natural Language Processing for Multiclass Classification: A repository containing NLP techniques for multiclass classification of text data.

adaboost-classifier bert-fine-tuning cnn-model deep-learning ensemble-learning flask flask-application gradient-boosting-classifier gru keras-tensorflow logistic-regression machine-learning natural-language-processing neural-network nlp random-forest-classifier rnn-lstm support-vector-machines text-classification xlnet-fine-tuning

Last synced: 13 Jun 2025

https://github.com/emuell/afec

Cross platform audio feature extraction and sound classification tool

afec audio-classification audio-feature-extraction audio-features audio-formats classification-model lightgbm machine-learning

Last synced: 09 Oct 2025

https://github.com/yusufcakal/algorithms

basic algorithms and solutions

algorithm data-mining encript java machine-learning problems solutions

Last synced: 12 Apr 2025

https://github.com/cuuupid/parkinsons-ai

Detect Parkinsons using XGBoost and NN's, see Medium article for in-depth

dataset jupyter machine-learning parkinson parkinsons-detection xgboost

Last synced: 05 May 2025

https://github.com/victorkifer/ecg-af-detection-physionet-2017

AF Classification from a short single lead ECG recording: the PhysioNet/Computing in Cardiology Challenge 2017

atrial-fibrillation ecg machine-learning physionet qrs-detection

Last synced: 27 Jul 2025

https://github.com/pranavkumaarofficial/nlcli-wizard

Natural language control for Python CLI tools using locally-trained SLMs (CPU inference)

cli-tools fine-tuning gemma llama-cpp llm local-first machine-learning nlp qlora quantization slm unsloth

Last synced: 07 Mar 2026

https://github.com/will-rice/gpr-gym

An example of how to automate the process of training data generation through gprMax for use in machine learning models.

data-augumentation geophysics gpr gprmax ground-penetrating-radar machine-learning thesis

Last synced: 21 Jun 2025

https://github.com/code2k13/feed-visualizer

Feed Visualizer creates interactive visualizations by clustering RSS/Atom feed items based on semantic similarity. Feed Visualizer also attempts to automatically predict the labels for each cluster. This application will create a "semantic summary" of a website's contents by scanning its RSS/Atom feed, allowing for easy discovery and navigation to topics of interest. Feed Visualizer creates interactive visualizations in the form of static HTML and JS files, which may be edited and sent to a server.

artificial-intelligence atom data-science data-visualization machine-learning no-code python rss semantic-similarity visualization

Last synced: 06 May 2025

https://github.com/kyegomez/mhmoe

Community Implementation of the paper: "Multi-Head Mixture-of-Experts" In PyTorch

ai artificial-intelligence attention chicken machine-learning ml moe transformers

Last synced: 07 May 2025

https://github.com/hyzhak/cs231n-lecture-notes

my lecture notes of cs231n of Andrej Karpathy

andrej-karpathy cs231n deep-learning jupyter-notebook knn lecture-notes linear-classifier machine-learning

Last synced: 05 Apr 2025

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

Your local Flux surgeon

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

Last synced: 01 Jan 2026

https://github.com/icoxfog417/mlimages

prepare the image data set for machine learning

computer-vision machine-learning

Last synced: 06 Apr 2025

https://github.com/dennishnf/cnn-hand-gesture-interface

Hand gesture interface for Desktop PC and Raspberry Pi.

caffe-framework computer-vision convolutional-neural-networks deep-learning embedded-systems hand lenet-5 machine-learning pose-estimation raspberry-pi

Last synced: 14 Jul 2025

https://github.com/incubated-geek-cc/Text-To-Speech-App

A Fusion of OCR Technology (Tesseract.js) & Web Speech API. Standalone, portable and works offline.

data-science javascript machine-learning ocr ocr-recognition tesseract tesseract-ocr tesseract-ocr-api tesseractjs webapp

Last synced: 16 Apr 2025

https://github.com/zincware/ipsuite

Machine Learned Interatomic Potential Tools

machine-learning molecular-dynamics physics zntrack

Last synced: 22 Jul 2025

https://github.com/mzed/rapidlib

RapidLib is a lightweight library for interactive machine learning.

interactive-machine-learning machine-learning

Last synced: 13 Apr 2025

https://github.com/maxim5/cs231n-2020-spring

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

computer-vision cs231n deep-learning machine-learning stanford-university

Last synced: 18 Feb 2026

https://github.com/sotetsuk/machine-learning-survey

Personal machine learning surrvey in Japanese

machine-learning

Last synced: 13 Sep 2025

https://github.com/gsurma/mono_depth_estimator

Mono depth estimation for self-driving cars 🚗

ai artificial-intelligence computer-graphics computer-vision deep-learning depth-estimation depth-prediction gan image-to-image-translation jupyter-notebook keras machine-learning mono-depth pix2pix pix2pix-tensorflow python self-driving-car stereo-matching stereo-vision

Last synced: 12 May 2025

https://github.com/cloud-annotations/javascript-sdk

Use custom trained Cloud Annotations models with TensorFlow.js

computer-vision javascript machine-learning object-detection tensorflow

Last synced: 08 Jul 2025

https://github.com/johnvinyard/zounds

Zounds is a dataflow library for building directed acyclic graphs that transform audio. It uses the featureflow library to define the processing pipelines.

audio dsp machine-learning numpy processing-pipelines signal-processing sound

Last synced: 23 Apr 2025

https://github.com/hoangsonww/the-event-horizon-app

🎆 A dynamic countdown timer designed to anticipate significant life events. From predefined occasions like New Year's Eve to personalized dates like birthdays, EventHorizon offers an intuitive interface, changing backgrounds, chatbot, and inspiring quotes.

countdown countdown-application countdown-clock countdown-timer countdown-timers css django docker eslint html javascript machine-learning microfrontend microservices nginx python react shell tailwindcss vue

Last synced: 11 Apr 2025

https://github.com/dhaitz/data-science-links

A curated list of links to great data science articles, videos, ...

agile ai artificial-intelligence career-advice data-science data-scientists machine-learning

Last synced: 12 Jun 2025

https://github.com/simran-arora/focus

This repo contains code for the paper: "Can Foundation Models Help Us Achieve Perfect Secrecy?"

machine-learning privacy pytorch

Last synced: 08 Apr 2025

https://github.com/dabit3/amplify-ml-ai-predictions-example

This is a general overview of the Predictions category of Amplify. It shows examples of Machine Learning and AI service integration in a React app with AWS Amplify Predictions category

ai aws aws-amplify machine-learning polly rekognition serverless transcribe

Last synced: 17 Nov 2025

https://github.com/Deyht/CIANNA

Convolutional Interactive Artificial Neural Networks by/for Astrophysicists

astronomy astrophysics convolutional-neural-networks cuda deep-learning deep-neural-networks gpu machine-learning ml neural-network object-detection yolo

Last synced: 20 Apr 2025

https://github.com/nnstreamer/api

Machine Learning API (Origin: C++: SNAP, C/C#: Tizen API, Java: Samsung-Research ML API). For Web/JS, https://git.tizen.org/cgit/platform/core/api/webapi-plugins/

android api hacktoberfest machine-learning tizen

Last synced: 27 Jan 2026

https://github.com/abbey2017/wind-energy-analytics

Physics-guided data-driven solutions for the wind energy industry

artificial-intelligence machine-learning wind-energy wind-energy-analytics wind-turbine

Last synced: 05 Apr 2026

https://github.com/timbmg/structured-self-attentive-sentence-embedding

Re-Implementation of "A Structured Self-Attentive Sentence Embedding" by Lin et al., 2017

attention deep-learning machine-learning neural-networks nlp pytorch recurrent-neural-networks self-attention self-attentive-rnn sentiment-analysis text-classification vizualisation yelp-dataset

Last synced: 16 Mar 2025

https://github.com/arthurbernard/fynance

Python and Cython scripts of machine learning, econometrics and statistical tools designed for finance.

backtest deep-learning finance machine-learning neural-network python

Last synced: 17 Jun 2026

https://github.com/sedflix/deepcoherence

(most probably incorrect implementation of) Text Coherence Analysis Based on Deep Neural Network

coherence-analysis deep-coherence-model deep-learning machine-learning natural-language-processing sentence-odering text-coherence

Last synced: 13 Mar 2026

https://github.com/incubated-geek-cc/text-to-speech-app

A Fusion of OCR Technology (Tesseract.js) & Web Speech API. Standalone, portable and works offline.

data-science javascript machine-learning ocr ocr-recognition tesseract tesseract-ocr tesseract-ocr-api tesseractjs webapp

Last synced: 03 Mar 2026

https://github.com/jameslamb/talks

Conference talks, meetup talks, and misc. writing

conference-talk data-science machine-learning open-source presentations python r

Last synced: 06 Sep 2025

https://github.com/sibyl-dev/pyreal

An easier approach to using and understanding ML models

explainable-ai machine-learning python xai

Last synced: 04 Apr 2026

https://github.com/asadiahmad/partition-based-clustering

Comparing partition based clustering, K-means, K-means++, K-medoid

google-colab k-means k-means-clustering k-means-plus-plus k-medoids machine-learning partition-based-clustering

Last synced: 02 May 2026

https://github.com/loony-bean/fastapprox-rs

Rust version of fastapprox: approximate versions of functions commonly used in machine learning.

approximation dsp machine-learning rust vowpalwabbit

Last synced: 17 Mar 2026

https://github.com/victorqribeiro/digitrecognition

Implementation of a digit recognition using my Neural Network with the MNIST data set.

classification javascript machine-learning mnist multilayer-perceptron neural-network

Last synced: 05 May 2025

https://github.com/athaker/econ_136

Quant Trading for Financial Economics

deep-learning dnn machine-learning quantitative-finance tensorflow tensorflow-examples trading

Last synced: 29 Oct 2025

https://github.com/cair/deep_maze

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: 13 Apr 2025

https://github.com/open-eo/fusets

Time series Fusion toolbox integrated with openEO

ai4food artificial-intelligence earth-observation machine-learning openeo

Last synced: 12 Apr 2025

https://github.com/ahmedosamamath/statistics-basics

A comprehensive guide to applying statistical techniques in machine learning, including data preprocessing, model development, evaluation metrics, and real-world applications. This repository provides beginner-to-advanced insights into the statistical foundations of machine learning.

artificial-intelligence data-analysis data-science machine-learning statistics

Last synced: 12 Apr 2025

https://github.com/brpy/ml-books

A list of freely available Machine Learning related books.

books data-science free freely machine-learning statistics

Last synced: 20 Jan 2026

https://github.com/pysiakk/genetictree

Constructing decision trees with genetic algorithm with a scikit-learn inspired API

classification data-science evolutionary-algorithm genetic genetic-algorithm genetic-programming genetictree machine-learning python python-library scikit-learn tree

Last synced: 13 Apr 2025

https://github.com/pritom007/network-traffic-classification

dataset decision-trees docker-container knn-classification machine-learning network network-analysis network-monitoring network-traffic-classification random-forest software-defined-network traffic-classification

Last synced: 03 Apr 2025

https://github.com/ait-aecid/aecid-alert-aggregation

A method for grouping, clustering, and merging semi-structured alerts

alert-aggregation alerts clustering hids ids intrusion-detection json log-data logs machine-learning meta-alerts nids semi-structured similarity unsupervised

Last synced: 10 Sep 2025

https://github.com/augustocl/clusteranalysis.jl

Cluster Algorithms from Scratch with Julia Lang. (K-Means and DBSCAN)

algorithms cluster clustering dbscan dbscan-clustering julia k-means k-means-clustering machine-learning

Last synced: 19 Aug 2025

https://github.com/rileynwong/spotify-analysis

Data analysis on my monthly playlists

audio-features data-analysis data-scraping lyrics machine-learning natural-language-processing nlp nlp-machine-learning sentiment-analysis spotify-analysis supervised-learning supervised-machine-learning text text-analysis

Last synced: 12 Apr 2025

https://github.com/sinhrks/daskperiment

Reproducibility for Humans: A lightweight tool to perform reproducible machine learning experiment.

dask machine-learning reproducibility

Last synced: 19 Feb 2026

https://github.com/medoidai/skrobot

skrobot is a Python module for designing, running and tracking Machine Learning experiments / tasks. It is built on top of scikit-learn framework.

artificial-intelligence data-science feature-engineering feature-selection hyperparameter-tuning machine-learning model-evaluation model-selection model-training model-tuning open-source predictive-modelling python scikit-learn

Last synced: 02 Aug 2025

https://github.com/omarespejel/hugging-face-101-es

Ejercicios para aprender a hacer NLP impulsado por las librerías de Hugging Face.

deep-learning huggingface huggingface-transformers machine-learning nlp

Last synced: 31 Jul 2025

https://github.com/tomasreimers/tfjs

A wrapper for the TensorFlow.js library.

javascript machine-learning tensorflow

Last synced: 26 Sep 2025

https://github.com/sashakolpakov/dire-jax

DImensionality REduction in JAX

cpu data-science data-visualization dimensionality-reduction embeddings gpu jax machine-learning pca random-projection tpu tsne umap vector-embeddings

Last synced: 04 Oct 2025

https://github.com/tlverse/causalglm

Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

causal-inference causal-learning data-science generalized-linear-models heterogeneous-treatment-effects high-dimensional-inference interpretable-machine-learning machine-learning marginal-structural-models nonparametric-statistics projection r r-package relative-risk-regression robust-statistics semiparametric-estimation statistics targeted-learning treatment-effects working-model

Last synced: 19 Feb 2026

https://github.com/urigoren/nlp_classification_workshop

NLP Classification Workshop

machine-learning nlp nlp-machine-learning text-classification

Last synced: 15 Jul 2025

https://github.com/rodrigobressan/keras-multi-output-model-utk-face

Exploring Keras functional API to build a multi-output model to predict race, gender and sex on UTK Face dataset.

deep-learning keras machine-learning multi-output-networks utkface

Last synced: 03 Oct 2025

https://github.com/launchplatform/marketplace

Marketplace ML experiment - training without backprop

experimental machine-learning research

Last synced: 04 Oct 2025

https://github.com/jstriaukas/midasmlpy

Python implementation of the midasml approach

forecasting-models machine-learning midas-regression mixed-frequency-data nowcasting-models sparse-group-lasso time-series

Last synced: 16 Jan 2026

https://github.com/mbari-org/pacific-sound-notebooks

Juptyer notebook tutorials on using the data in the AWS pacific-sound registry for ocean soundscape research, education, and the arts

acoustics aws bluewhale deep-learning humpback humpback-whale machine-learning marine-data open-access open-data open-datasets open-science python

Last synced: 29 Aug 2025

https://github.com/leandromineti/ml-journey

A curated collection of free learning resources on topics related to Machine Learning.

artificial-intelligence machine-learning mathematics statistics

Last synced: 09 Apr 2025

https://github.com/conservationtechlab/animl-r

Animl comprises a variety of machine learning tools for analyzing ecological data. The package includes a set of functions to classify subjects within camera trap field data and can handle both images and videos.

deep-learning machine-learning

Last synced: 04 Feb 2026

https://github.com/chalmerlowe/machine_learning

A gentle introduction to machine learning: data handling, linear regression, naive bayes, clustering

data data-science linear-regression machine-learning nearest-neighbors python scikit-learn

Last synced: 10 Apr 2025

https://github.com/infocusp/llm_seminar_series

Material for the series of seminars on Large Language Models

course large-language-models llm machine-learning roadmap seminar

Last synced: 27 Mar 2025

https://github.com/larq/zookeeper

A small library for managing deep learning models, hyperparameters and datasets

command-line-interface deep-learning hyperparameter keras machine-learning python tensorflow tensorflow-datasets

Last synced: 25 Jun 2025

https://github.com/drsnowbird/knime-docker

KNIME Analytics Platform & SDK with Docker Container in X11 desktop

analytics-platform docker docker-container java knime knime-analytics-platform machine-learning x11

Last synced: 10 Apr 2025

https://github.com/lmbooth/pybci

Create real-time BCI's with the LSL, PyTorch, SKLearn and TensorFlow packages.

bci brain-computer-interface hmi human-computer-interaction human-machine-interface labstreaminglayer lsl machine-learning python python-brain-computer-interface pytorch sklearn tensorflow

Last synced: 10 Apr 2025

https://github.com/timetoai/timediffusion

Unified Framework for Multiple Time Series Tasks

data-science deep-learning deep-neural-networks framework machine-learning machine-learning-algorithms multi-task multi-task-architecture multiple-tasks open-source pypi-package python python3 pytorch pytorch-implementation time-series time-series-forecasting time-series-imputation time-series-prediction time-series-simulation

Last synced: 10 Apr 2025

https://github.com/yandexdataschool/idao-2019-muon-id

Problem for IDAO 2019 on LHCb Muon Identification

competitive-programming data-science high-energy-physics lhcb machine-learning

Last synced: 10 Apr 2025

https://github.com/trykatchup/poke-pi-dex

Our deep learning for computer vision related project for nostalgic poke weebs (Sistemi digitali, Unibo).

artificial-intelligence cnn cnn-keras computer-vision deep-learning image-classification image-processing machine-learning numpy opencv poke-pi-dex pokedex pokemon pygame raspberry-pi-4 raspberrypi tensorflow tkinter

Last synced: 10 Apr 2025

https://github.com/tda-in-ml/tda-in-ml.github.io

Code for the website of the NeurIPS 2020 workshop on 'Topological Data Analysis and Beyond'

jekyll-site machine-learning neurips-2020 tda theme topological-data-analysis workshop

Last synced: 28 Oct 2025

https://github.com/dayyass/latent-semantic-analysis

Pipeline for training LSA models using Scikit-Learn.

data-science hacktoberfest latent-semantic-analysis lsa machine-learning natural-language-processing nlp pipeline python topic-modeling

Last synced: 13 Apr 2025

https://github.com/pierrenodet/spark-ensemble

Ensemble Learning for Apache Spark 🌲

bagging boosting ensemble-learning gbm machine-learning scala spark spark-ml stacking

Last synced: 29 Oct 2025

https://github.com/heyvaldemar/ollama-traefik-letsencrypt-docker-compose

Ollama with Let's Encrypt Using Docker Compose

ai ai-chatbot ai-ml artificial-intelligence artificial-neural-networks chatgpt docker docker-compose machine-learning ollama ollama-api ollama-app ollama-chat ollama-client ollama-gui ollama-python ollama-ui ollama-webui traefik webui

Last synced: 28 Oct 2025

https://github.com/xxrjun/cs-resources

[大改版中] 💻 一些資訊資工領域相關的學習資源、開發工具、推薦頻道。CS resources including developer tools. programming languages, interviews and youtube channels...and so on.

computer-science cs interview knowledge llm machine-learning mis programming quantum-computing resources tools web-development youtube-channel

Last synced: 28 Oct 2025

https://github.com/davisidarta/fastlapmap

Fast Laplacian Eigenmaps: lightweight multicore LE for non-linear dimensional reduction with minimal memory usage. Outperforms sklearn's implementation and escalates linearly beyond 10e6 samples.

denoising dimensionality-reduction embedding feature-engineering laplacian-eigenmaps machine-learning multithreading python scikit-learn