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: 2026-07-05 00:14:34 UTC
JSON Representation

https://github.com/djosix/iconflow

Code for "Style-Structure Disentangled Features and Normalizing Flows for Diverse Icon Colorization", CVPR 2022.

artificial-intelligence automatic-colorization colorization computer-vision conditional-normalizing-flows continuous-normalizing-flows cvpr cvpr2022 deep-learning image-colorization machine-learning normalizing-flow sketch-colorization u-net

Last synced: 26 Apr 2025

https://github.com/rickiepark/handson-gb

XGBoost와 사이킷런으로 배우는 그레이디언트 부스팅

gradient-boosting lightgbm machine-learning scikit-learn xgboost

Last synced: 04 Jul 2025

https://github.com/siftly-ai/airdot-deployer

Tool to take your ML model from local to production with one-line of code.

k8s machine-learning ml mlops seldon-core

Last synced: 04 Jul 2025

https://github.com/nanxstats/stackgbm

🌳 Stacked Gradient Boosting Machines

automl catboost decision-trees ensemble-learning gbdt gbm gradient-boosting lightgbm machine-learning model-stacking xgboost

Last synced: 22 Apr 2025

https://github.com/bfortuner/machine-learning

Machine learning sabbatical study materials

data-science deep-learning jupyter-notebook machine-learning neural-network numpy pandas pytorch scikit-learn

Last synced: 24 Apr 2025

https://github.com/mlr-org/mlr3mbo

Flexible Bayesian Optimization in R

automl bayesian-optimization bbotk black-box-optimization cran gaussian-process hpo hyperparameter hyperparameter-optimization hyperparameter-tuning machine-learning mlr3 model-based-optimization optimization optimizer r r-package random-forest tuning

Last synced: 12 Oct 2025

https://github.com/adauchendu/awesometda4nlp

Topological Data Analysis (TDA) for Natural Language Processing (NLP) Applications

computational-linguistics computational-topology machine-learning natural-language-processing tda topological-data-analysis topological-machine-learning

Last synced: 14 Jun 2026

https://github.com/city-of-helsinki/mlops-template

Generic repository template for small scale MLOps

data-science datascience machine-learning machinelearning mlops python

Last synced: 13 May 2025

https://github.com/ElizaLo/Question-Answering-based-on-SQuAD

Question Answering System using BiDAF Model on SQuAD v2.0

bidaf machine-learning natural-language-processing natural-language-understanding neural-network nlp nlp-datasets nlp-machine-learning python python-3-6 question-answering squad

Last synced: 06 May 2025

https://github.com/data-centric-ai-community/nist-crc-2023

NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!

ctgan data-analysis data-science deeplearning deidentification gans generative-adversarial-network machine-learning privacy-enhancing-technologies python synthetic-data synthetic-dataset-generation

Last synced: 23 Apr 2026

https://github.com/soumyadipghosh/eventgrad

Event-Triggered Communication in Parallel Machine Learning

communication-efficient distributed-machine-learning machine-learning mpi parallel-machine-learning pytorch

Last synced: 31 Jul 2025

https://github.com/392781/scikit-ntk

Neural Tangent Kernel (NTK) module for the scikit-learn library

kernel-methods machine-learning neural-tangent-kernel ntk scikit scikit-learn

Last synced: 26 Sep 2025

https://github.com/lukashedegaard/ride

Training wheels, side rails, and helicopter parent for your Deep Learning projects in PyTorch

ai artificial-intelligence deep-learning framework machine-learning python pytorch pytorch-lightning

Last synced: 02 Aug 2025

https://github.com/rishit-dagli/3d-transforms

3D Transforms is a library to easily work with 3D data and make 3D transformations. This library originally started as a few functions here and there for my own work which I then turned into a library.

3d 3d-graphics 3d-models 3d-reconstruction collaborate computer-vision deep-learning github github-campus-experts github-codespaces github-pages machine-learning tensorflow

Last synced: 04 Aug 2025

https://github.com/mafischer/trader-bot

A stock trading bot with trade strategy plugins.

bot broker broker-api electron experimental javascript machine-learning nasdaq nodejs nyse p2p-etf plugin plugin-architecture robinhood stock stock-trading-bot tensorflow trader-bot trading-strategies vue

Last synced: 16 Jun 2026

https://github.com/kgnlp/allophant

A multilingual phoneme recognizer capable of generalizing zero-shot to unseen phoneme inventories.

cross-lingual machine-learning multilingual neural-networks phoneme-recognition speech-recognition zero-shot

Last synced: 04 Mar 2026

https://github.com/kieranlitschel/predictingclosingpricetomorrow

Predict the change in closing price from one trading day to the next into one of four bands for any stock using technical indicators and financial ratios as features.

fintech keras knn machine-learning mysql neural-network python3 random-forest stock-prediction tensorflow

Last synced: 21 Mar 2025

https://github.com/darrynten/clarifai-php

Clarifai API client for PHP

ai api clarifai client image-recognition machine-learning php

Last synced: 21 Mar 2025

https://github.com/Bikatr7/Kudasai

Streamlining Japanese-English Translation with Advanced Preprocessing and Integrated Translation Technologies

auto-translation chatgpt deepl gemini japanese-english japanese-english-translation japanese-translation machine-learning machine-translation nlp-preprocessing python spacy text-processing translation

Last synced: 23 Jun 2025

https://github.com/LukasHedegaard/ride

Training wheels, side rails, and helicopter parent for your Deep Learning projects in PyTorch

ai artificial-intelligence deep-learning framework machine-learning python pytorch pytorch-lightning

Last synced: 08 May 2025

https://github.com/durgeshsamariya/100daysofmachinelearning

A 100 Day ML Challenge to learn and implement ML/DL concepts ranging from the basics of Machine Learning to advance Machine Learning.

100-days-ml-challenge 100-days-of-ml-code 100-days-of-ml-coding machine-learning study

Last synced: 29 Oct 2025

https://github.com/manish8798/weapon-detection-with-yolov3

A Realtime ML model for weapon detection through webcam.

detects-weapons machine-learning opencv-python pycharm-ide python-3 webcam yolov3

Last synced: 23 Oct 2025

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

Python library for Modzy Machine Learning Operations (MLOps) Platform

ai-security api-client deployment docker drift-detection explainable-ai kuberenetes machine-learning machine-learning-operations microservices mlops model-deployment model-serving production-machine-learning python serving

Last synced: 29 Jun 2025

https://github.com/elizalo/question-answering-based-on-squad

Question Answering System using BiDAF Model on SQuAD v2.0

bidaf machine-learning natural-language-processing natural-language-understanding neural-network nlp nlp-datasets nlp-machine-learning python python-3-6 question-answering squad

Last synced: 03 Oct 2025

https://github.com/kyegomez/fuyu

Implementation of Adepts Fuyu all-new Multi-Modality model in pytorch

ai artificial-intelligence gpt4 gpt5 machine-learning multi-modal multi-modality

Last synced: 07 May 2025

https://github.com/iamyajat/hypelinks-api

A Smart Bookmark API that can classify websites into 10 different categories built using FastAPI and Tensorflow 2.0

fastapi machine-learning nlp python tensorflow

Last synced: 15 Apr 2025

https://github.com/robolaunch/robot-operator

Kubernetes Robot Operator for ROS/2 Based Robots

artificial-intelligence container development go kubernetes machine-learning ros2

Last synced: 31 Jan 2026

https://github.com/seannaren/cord-19-ann

ANN Search through the COVID CORD-19 Dataset using SBERT.

cord-19 covid-19 machine-learning pytorch scispacy spacy transformer

Last synced: 25 Mar 2025

https://github.com/josafatburmeister/birdsongidentification

Fully automated machine learning pipeline for bird sound recognition

bioacoustics biodiversity biodiversity-informatics bird-monitoring deep-learning ecology image-classification kubeflow machine-learning ornithology sound-classification sound-classification-spectrograms sound-processing xeno-canto

Last synced: 03 Sep 2025

https://github.com/qinhanmin2014/tiny-sklearn

Tiny implementation of important algorithms in scikit-learn. Useful when understanding ML algorithms and scikit-learn.

machine-learning machine-learning-algorithms scikit-learn

Last synced: 05 May 2025

https://github.com/decalogue/aiml3

人工智能模块aiml的python3实现以及测试，支持中文以及API插件

aiml aiml-bots aiml-python3 aiml3 machine-learning qa

Last synced: 13 Apr 2025

https://github.com/bat67/tibetanmnist

MNIST of Tibetan handwriting 国产手写藏文MNIST数据集（TibetanMNIST）的图像分类处理与各种好玩的脑洞~

dataset deep-learning keras machine-learning mnist mnist-classification mnist-handwriting-recognition nerual-network python pytorch tensorflow tibetan-mnist tibetanmnist

Last synced: 26 Jun 2025

https://github.com/Dusandinho/PreFab

Prediction of fabrication variations in integrated photonic devices using deep learning

deep-learning machine-learning nanofabrication photonics tensorflow

Last synced: 08 May 2025

https://github.com/noahgift/spot_price_machine_learning

Machine Learning for Spot Prices

aws click ecu jupyter-notebook knn machine-learning pandas price python scikit-learn spot spot-instances spot-price

Last synced: 28 Oct 2025

https://github.com/ivan-vasilev/atpy

Event-driven Algorithmic Trading For Python

algorithmic-trading event-driven machine-learning python

Last synced: 06 Oct 2025

https://github.com/andimarafioti/audiocontextencoder

A context encoder for audio inpainting

context-encoder machine-learning paper

Last synced: 16 May 2025

https://github.com/elisim/hydra-sklearn-pipelines

Code accompanying the blogpost: "Creating Configurable Data Pre-Processing Pipelines by Combining Hydra and Sklearn" by Eli Simhayev & Benjamin Bodner

data-science hydra machine-learning scikit-learn

Last synced: 09 Aug 2025

https://github.com/roatienza/ml

Foundations of Machine Learning Course Materials.

gmm linear-algebra linear-regression machine-learning optimization pca probability svm vector-calculus

Last synced: 02 Sep 2025

https://github.com/DedSecInside/ReFleX

ReFleX - Deep Image Recognition Bot

deep-images deep-learning hacktoberfest machine-learning opencv osint psnappz python3 security security-tools

Last synced: 27 Mar 2025

https://github.com/hako/dissertation

:mortar_board: :scroll: This repository holds my final year and dissertation project during my time at the University of Lincoln titled 'Deep Learning for Emotion Recognition in Cartoons'.

cartoons convolutional-neural-networks deep-learning deep-neural-networks dissertation emotion emotion-recognition haar-features machine-learning python tex

Last synced: 12 Apr 2025

https://github.com/zhiningliu1998/bat

[ICML'24] BAT: 🚀 Boost Class-imbalanced Node Classification with <10 lines of Code | 从拓扑视角出发10行代码改善类别不平衡节点分类

data-augmentation graph-algorithms graph-machine-learning graph-mining imbalanced-data imbalanced-learning machine-learning node-classification

Last synced: 05 May 2025

https://github.com/amitshekhariitbhu/machine-learning-interview-questions

Your Cheat Sheet for Machine Learning Interview – Questions and Answers.

ai artificial-intelligence deep-learning deep-learning-interview deep-learning-interview-questions interview interview-questions llm llm-interview machine-learning machine-learning-interview machine-learning-interview-questions ml-system-design

Last synced: 10 Jul 2025

https://github.com/angeligareta/saferauto

Modular system able to assist during driving 🚗, detecting road elements such as traffic lights 🚦 or traffic signs ⛔ and informing the driver of possible threats.

driverless machine-learning opensource smartcar tensorflow yolov3

Last synced: 20 Jun 2025

https://github.com/florianwoelki/lungcure

This is a WebApp, which detects lung diseases with integrated stripe payment processing.

deep-learning jupyter-notebook keras lung-cancer lung-cancer-detection lungcure machine-learning python stripe tensorflow webapp

Last synced: 12 Apr 2025

https://github.com/cisprague/astro.iq

Machine Learning + Spacecraft Trajectory Optimisation

aerospace astrodynamics machine-learning spacecraft trajectory-optimisation

Last synced: 17 Mar 2025

https://github.com/iree-org/iree-torch

Torch Frontend for IREE

compiler iree machine-learning pytorch

Last synced: 06 May 2025

https://github.com/runwayml/openrndr

RunwayML + OpenRNDR 🦀

creative-coding machine-learning openrndr runway

Last synced: 03 May 2025

https://github.com/nuhmanpk/webtrench

A powerful and easy-to-use web scrapper for collecting data from the web. Supports scraping of images, text, videos, meta data, and more. Ideal for machine learning and deep learning engineers. Download and extract data with just one line of code

audio-datasets data data-collection data-science dataset-generation deep-learning image-data-generator machine-learning python scarper text-datasets

Last synced: 21 Mar 2025

https://github.com/ritvik19/data-science-from-scratch

Implementation of various data science techniques and research papers

artificial-neural-networks classification computer-vision convolutional-neural-network data-science deep-learning generative-adversarial-network machine-learning natural-language-processing natural-language-understanding recurrent-neural-networks regression transfer-learning transformer

Last synced: 10 Apr 2025

https://github.com/nuhmanpk/Webtrench

audio-datasets data data-collection data-science dataset-generation deep-learning image-data-generator machine-learning python scarper text-datasets

Last synced: 08 Jul 2025

https://github.com/12345k/multi-face-comparison

This repo is meant for backend API for face comparision and computer vision. It is built on python flask framework

bac comparison deeplearning distance face face-detection face-recognition flask machine-learning postman python python3

Last synced: 14 Apr 2025

https://github.com/bukson/nancorrmp

Parallel correlation calculation of big numpy arrays or pandas dataframes with NaNs and infs.

correlation correlation-matrices data-science machine-learning multiprocessing numpy pandas python

Last synced: 16 Aug 2025

https://github.com/miladfa7/visionface

VisionFace: All-in-one face analysis framework: detection, recognition, embeddings, landmarks, anti-spoofing and support visualization

deep-learning face face-analysis face-detection face-landmarks face-recognition face-search machine-learning visionface

Last synced: 15 Aug 2025

https://github.com/time-series-machine-learning/tsml-eval

Evaluation tools for time series machine learning algorithms.

benchmarking data-science evaluation machine-learning python time-series

Last synced: 17 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/tanaybhadula/malware-image-detection

A deep learning project which uses a method that converts malware .bytes files into gray-scale images and uses a CNN deep learning model to classify the converted malware image and identify the malware family it belongs to.

classification cnn cybersecurity deep-learning keras machine-learning malware python scipy tensorflow

Last synced: 23 Mar 2025

https://github.com/djsutherland/mmd

machine-learning maximum-mean-discrepancy python

Last synced: 21 May 2026

https://github.com/truongnv-hut/aicandy_android_imageclassification_yqpniyma

Deploying Android application for object detection

aicandy android-application artificial-intelligence computer-vision deep-learning deployment machine-learning object-detection

Last synced: 30 Jul 2025

https://github.com/cdpierse/pyinfer

Pyinfer is a model agnostic tool for ML developers and researchers to benchmark the inference statistics for machine learning models or functions.

developer-tools inference inference-stats machine-learning python

Last synced: 24 Jul 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/qiwihui/smsfilters

基于机器学习的 iOS 中文垃圾短信过滤 App

ios-app ios-swift jieba machine-learning message-filtering swift swift4

Last synced: 29 Aug 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/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/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/mlapaglia/openalprwebhookprocessor

An OpenALPR Webhook Processor for IP Camera Overlays

angular angular-material asp-net-core docker license-plate-recognition machine-learning

Last synced: 13 Oct 2025

https://github.com/aromanro/machinelearning

From linear regression towards neural networks...

adagrad adam-optimizer backpropagation data-analysis data-science generalized-linear-models gradient-descent linear-regression logistic-regression machine-learning machine-learning-algorithms multilayer-perceptron-network nadam nesterov-accelerated-sgd nesterov-momentum neural-network rmsprop

Last synced: 16 Mar 2025

https://github.com/bdwilliamson/vimp

Perform inference on algorithm-agnostic variable importance

machine-learning nonparametric-statistics statistical-inference variable-importance

Last synced: 20 Feb 2026

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/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/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/gmum/mldd23

The repository for the course "Machine Learning in Drug Design" taught at the Jagiellonian University in 2023. The page is hosted by the machine learning research group GMUM.

cheminformatics computer-aided-drug-design deep-learning drug-design drug-discovery machine-learning pharmacoinformatics

Last synced: 07 Feb 2026

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/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/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/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/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/mzed/rapidlib

RapidLib is a lightweight library for interactive machine learning.

interactive-machine-learning machine-learning

Last synced: 13 Apr 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/rylanschaeffer/stanford-ai-alignment-double-descent-tutorial

Code for Arxiv Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle

deep-learning double-descent machine-learning

Last synced: 29 Oct 2025

https://github.com/sarthfrey/ensemble

Combine models, easily. 🚀

ensemble-learning infrastructure machine-learning modeling-tool python3

Last synced: 06 Apr 2026

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/burnpiro/farm-animal-tracking

Farm Animal Tracking (FAT)

computer-vision deep-learning detection machine-learning recognition siamese-network tensorflow2 tracking

Last synced: 07 Apr 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/yuhui-zh15/autoconverter

Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 2025)

computer-vision machine-learning natural-language-processing vision-language vision-language-model

Last synced: 19 Nov 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/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/dida-do/eurocropsml

EuroCropsML is a ready-to-use benchmark dataset for few-shot crop type classification using Sentinel-2 imagery.

agriculture crop-classification dataset deep-learning earth-observation machine-learning sentinel-2 torch

Last synced: 08 Feb 2026

https://github.com/wbasener/bayesianml

This is a GitHub repository for our Bayeisan Machine Learning textbook, which includes the PDF for the book and accompanying Python notebooks.

bayesian bayesian-inference bayesian-machine-learning machine-learning python

Last synced: 16 Jan 2026

https://github.com/yuzawa-san/onnxruntime-java

A type-safe, lightweight, modern, and performant binding Java binding of Microsoft's ONNX Runtime

ai-framework deep-learning java machine-learning onnx onnxruntime panama

Last synced: 16 Jan 2026

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/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