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/ghutchis/conformer-benchmark

Data and scripts for comprehensive benchmark of conformer relative energies

chemistry conformers density-functional-theory machine-learning quantum-mechanics thermochemistry

Last synced: 15 Feb 2026

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/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/hypnosapos/cartpole-rl-remote

CartPole game by Reinforcement Learning, a journey from training to inference

artificial-intelligence cartpole keras keras-neural-networks kubeflow kubernetes-cluster machine-learning mlflow mlops polyaxon pytorch qlearning reinforcement-learning seldon seldon-core tensorflow

Last synced: 08 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/iam-abbas/ml-fromscratch

Machine Learning Algorithms implemented in various languages from scratch

algorithm hacktoberfest machine-learning

Last synced: 25 Mar 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/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/spatialaudio/data-driven-audio-signal-processing-lecture

Supplementary materials to the lecture data driven audio signal processing

audio audio-processing audio-signal-processing data-driven-model data-driven-signal-processing deep-learning deep-neural-networks educational-resources jupyter jupyter-notebook lecture-material machine-learning masters-course open-educational-resources python3

Last synced: 25 Apr 2025

https://github.com/AshishKumar4/FlaxDiff

A simple, easy-to-understand library for diffusion models using Flax and Jax. Includes detailed notebooks on DDPM, DDIM, and EDM with simplified mathematical explanations. Made as part of my journey for learning and experimenting with generative AI.

ai-research attention ddim ddpm deep-learning diffusion diffusion-models distributed-training edm flax generative-ai image-generation image2image jax karras machine-learning score-based-generative-modeling stable-diffusion tensorflow unet

Last synced: 06 Sep 2025

https://github.com/afraniomelo/kydlib

Routines for exploratory data analysis.

autocorrelation correlation-coefficient data-analysis data-exploration data-science data-visualization eda exploratory-data-analysis gaussian machine-learning noise nonlinear plotting python scatter-plot statistics time-series time-series-analysis visualization

Last synced: 09 Apr 2025

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/srisrijakka1/real-time-face-recognition-based-attendance-monitoring-system

Attendance Management System

antispoofing attendance attendance-management attendance-management-system attendance-monitoring attendance-record attendance-system attendance-tracking automail cloud colab colab-notebook face-detection face-recognition facedetection facerecognition machine-learning python

Last synced: 06 Oct 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/ellisbrown/name2gender

Extrapolate gender from first names using Naïve-Bayes and PyTorch Char-RNN

char-rnn deep-learning gender-classification machine-learning naive-bayes-classifier rnn

Last synced: 22 Jul 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/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/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/atomicarchitects/symphony

[ICLR'24] Symphony: Symmetry-Equivariant Point-Centered Spherical Harmonics for Molecule Generation

machine-learning molecular-modeling molecule-generation

Last synced: 17 Jan 2026

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/hscspring/all4ai

AI Related Tools/Projects

ai jupyter linux machine-learning nlp python ssh toolbox

Last synced: 08 Sep 2025

https://github.com/deepraj1729/data-science-end-to-end

A Respository to get you job ready as a Data Scientist

apis aws big-data data-science data-visualization dbms deep-learning deployment django ec2-instance exploratory-data-analysis feature-engineering flask machine-learning neural-networks python3 statistics

Last synced: 01 May 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://mithi.github.io/deep-blueberry/

If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!

computer-vision convolutional-neural-networks deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning generative-adversarial-network keras-tensorflow long-short-term-memory machine-learning machine-learning-algorithms pytorch-implementation pytorch-tutorial recurrent-neural-networks reinforcement-learning variational-autoencoder

Last synced: 27 Mar 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/rickiepark/ml-with-pytorch

<머신 러닝 교과서: 파이토치 편>의 코드 저장소

deep-learning graph-neural-networks machine-learning neural-networks pytorch scikit-learn transformer

Last synced: 10 Apr 2025

https://github.com/callicoder/ml-demand-prediction

Machine Learning Model for Order Demand Prediction based on historical Order data - Built for Swiggy Hackathon 2018

demand-prediction k-nearest-neighbours machine-learning random-forest-regression regression

Last synced: 30 Apr 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/kyegomez/awesome-robotic-foundation-models

A vast array of Multi-Modal Embodied Robotic Foundation Models!

ai artificial-intelligence artificial-neural-networks functions machine-learning ml multi-modal robotics

Last synced: 16 Jun 2026

https://github.com/vbop9834/neuralfish

Neuroevolution in F#

dotnet dxnn f-sharp fsharp machine-learning neural-network neuroevolution processes

Last synced: 11 Apr 2025

https://github.com/kennethleungty/kennethleungty

Data Science Portfolio

ai analytics artificial-intelligence data data-analytics data-science data-science-portfolio data-scientist deep-learning ds kenneth-leung kennethleungty machine-learning ml portfolio python

Last synced: 12 Jul 2025

https://github.com/sustainable-computing-io/clever

Container Level Energy-efficient VPA Recommender

kubernetes machine-learning sustainability vertical-scaling

Last synced: 23 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/midas-research/dlkp

A deep learning library for identifying keyphrases from text

dataset deep-learning information-extraction information-retrieval keyphrase-extraction keyphrase-generation machine-learning nlp

Last synced: 10 Mar 2026

https://github.com/letmaik/vscode-netron

🌈 Netron preview for VS Code (TECH DEMO!)

machine-learning neural-networks visualization vscode-extension

Last synced: 12 Oct 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/gomezzz/msmatch

Code for the paper "MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels"

deep-learning machine-learning neural-network paper pytorch semi-supervised-learning

Last synced: 16 May 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/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/andimarafioti/audiocontextencoder

A context encoder for audio inpainting

context-encoder machine-learning paper

Last synced: 16 May 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/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/SmartTensors/GeoThermalCloud.jl

Geothermal Cloud for Machine Learning

geothermal julia machine-learning unsupervised-machine-learning

Last synced: 07 May 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/iree-org/iree-torch

Torch Frontend for IREE

compiler iree machine-learning pytorch

Last synced: 06 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/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/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/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/hoangsonww/recipegenie-app

👨‍🍳 Welcome to The Recipe Genie App - The Ultimate Recipe Assistant, your personal culinary guide and portal to a world of delicious dishes. Both the web and mobile app versions are available - with the mobile app coming very soon!

cordova django flask html javascript machine-learning python react recipe recipe-app recipe-search recipe-website recipes recipes-app restful-api vue webpack

Last synced: 12 Apr 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: 09 Jul 2025

https://github.com/clulab/gentlenlp

Software introduced in the Deep Learning for NLP: A Gentle Introduction book

deep-learning machine-learning natural-language-processing nlp

Last synced: 29 Jan 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/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/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/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/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/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/bgroenks96/normalizing-flows

Implementations of normalizing flows using python and tensorflow

data-science machine-learning machine-learning-algorithms normalizing-flows

Last synced: 09 Mar 2026

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/nimblehq/growth

Knowledge sharing and hacking sessions at Nimble

android augmented-reality elixir ios javascript kotlin machine-learning ruby swift

Last synced: 11 Nov 2025

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/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/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/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/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/dorukkarinca/keras-buoy

Keras wrapper that autosaves what ModelCheckpoint cannot.

autosave checkpointing colab colab-automation colab-notebook colaboratory data-science keras machine-learning

Last synced: 04 Oct 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/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/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/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/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/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/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/microsoft/autobrewml

With AutoBrewML Framework the time it takes to get production-ready ML models with great ease and efficiency highly accelerates.

anomaly-detection azure-automl cleansing-data data-science datavisualization machine-learning microsoft nlp-machine-learning responsible-ml sampling-strategies text-analysis text-classification text-summarization

Last synced: 12 Mar 2026

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/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/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/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/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/chamathpali/fedsim

Similarity Guided Model Aggregation for Federated Learning

deep-learning federated-learning machine-learning privacy-preserving-machine-learning

Last synced: 18 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/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/sarthfrey/ensemble

Combine models, easily. 🚀

ensemble-learning infrastructure machine-learning modeling-tool python3

Last synced: 06 Apr 2026

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