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: 2026-06-23 00:18:14 UTC
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https://github.com/renumics/renumics-rag

Visualization for a Retrieval-Augmented Generation (RAG) Assistant 🤖❤️📚

huggingface langchain large-language-models llm machine-learning openai rag retrieval-augmented retrieval-augmented-generation streamlit umap visualization

Last synced: 04 Apr 2025

https://github.com/elixir-nx/ortex

ONNX Runtime bindings for Elixir

elixir machine-learning onnx onnxruntime rust

Last synced: 10 Oct 2025

https://github.com/hrwhisper/SpamMessage

中文垃圾短信识别(手写分类器)

machine-learning nlp python

Last synced: 15 May 2025

https://github.com/tbepler/topaz

Pipeline for particle picking in cryo-electron microscopy images using convolutional neural networks trained from positive and unlabeled examples. Also featuring micrograph and tomogram denoising with DNNs.

cnn cryo-em cryoem denoising machine-learning object-detection particle-picking positive-unlabeled pytorch topaz topaz-denoise topaz-em

Last synced: 08 Apr 2025

https://github.com/biasvariancelabs/aitlas

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

artificial-intelligence classification computer-vision dataset deep-learning deep-neural-networks earth-observation geospatial image-classification machine-learning models object-detection pytorch remote-sensing satellite-data satellite-images segmentation sentinel vision-transformer

Last synced: 08 May 2025

https://github.com/WenjieDu/TSDB

a Python toolbox loads 172 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domains including healthcare, financial, power, traffic, weather, and etc.

classification data-mining database deep-learning forecasting imputation machine-learning partially-observed-time-series time-series time-series-analysis time-series-database time-series-datasets

Last synced: 01 Apr 2025

https://github.com/nadavbh12/Retro-Learning-Environment

The Retro Learning Environment (RLE) -- a learning framework for AI

dqn game-engine machine machine-learning reinforcement-learning

Last synced: 04 May 2025

https://github.com/natlibfi/annif

Annif is a multi-algorithm automated subject indexing tool for libraries, archives and museums.

annif annotation-tool classification code4lib connexion flask-application glam machine-learning multilabel-classification python rest-api subject-indexing text-classification

Last synced: 04 Apr 2025

https://github.com/nvidia-isaac-ros/isaac_ros_object_detection

NVIDIA-accelerated, deep learned model support for image space object detection

deep-learning gpu inference jetson machine-learning nvidia object-detection ros ros2 ros2-humble tensorrt triton

Last synced: 02 Apr 2026

https://github.com/marimo-team/learn

📚 A curated collection of marimo notebooks for education.

artificial-intelligence data-analysis data-science data-visualization education learning machine-learning notebooks python

Last synced: 27 Jun 2025

https://github.com/mannefedov/compling_nlp_hse_course

Материалы курса по компьютерной лингвистике Школы Лингвистики НИУ ВШЭ

computational-linguistics course hse machine-learning natural-language-processing nlp python

Last synced: 05 May 2025

https://github.com/trainindata/feature-engineering-for-time-series-forecasting

Code repository for the online course "Feature Engineering for Time Series Forecasting".

forecasting forecasting-time-series machine-learning time-series time-series-analysis

Last synced: 17 Jan 2026

https://github.com/diciaup/assistant-cli

A comfortable CLI tool to use ChatGPT service🔥

ai chatbot chatgpt machine-learning openai

Last synced: 17 Feb 2026

https://github.com/blue-season/pywarm

A cleaner way to build neural networks for PyTorch.

clean-code data-science deep-learning keras machine-learning neural-network neural-networks python3 pytorch

Last synced: 09 Apr 2025

https://github.com/trekhleb/links-detector

📖 👆🏻 Links Detector makes printed links clickable via your smartphone camera. No need to type a link in, just scan and click on it.

computer-vision javascript machine-learning object-detection ocr tensorflowjs tesnorflow tesseract typescript

Last synced: 07 Oct 2025

https://github.com/juliuskunze/jaxnet

Concise deep learning for JAX

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

Last synced: 09 Apr 2025

https://github.com/cssegisanddata/covid-19_unified-dataset

Unified COVID-19 Dataset

coronavirus covid-19 epidemiology global-health hydrometeorology infectious-diseases machine-learning pandemic sars-cov-2

Last synced: 13 Apr 2025

https://github.com/arogozhnikov/infiniteboost

InfiniteBoost: building infinite ensembles with gradient descent

experiments gradient-boosting machine-learning random-forest research

Last synced: 12 Jun 2025

https://github.com/p4lang/p4app-switchml

Switch ML Application

collectives dpdk in-network-compute machine-learning p4 p4lang rdma tna tofino

Last synced: 09 Aug 2025

https://github.com/trailofbits/PrivacyRaven

Privacy Testing for Deep Learning

deep-learning machine-learning membership-inference model-extraction model-inversion privacy privacy-enhancing-technologies privacy-preserving-machine-learning python

Last synced: 27 Mar 2025

https://github.com/chovanecm/sacredboard

Dashboard for sacred. Monitor and access your past machine learning experiments.

dashboard experiments machine-learning mongodb-database sacred

Last synced: 07 Apr 2025

https://github.com/mklarqvist/ai-playground

Playground for various AI projects and demos

ai artificial-intelligence deep-learning machine-learning ml

Last synced: 12 Mar 2026

https://github.com/HMUNACHI/CUDATutorials

Zero to Hero GPU and CUDA for Maths & ML tutorials with examples.

cuda cuda-kernels cuda-programming machine-learning maths

Last synced: 24 Apr 2025

https://github.com/kakaobrain/trident

A performance library for machine learning applications.

ai deep-learning library machine-learning performance python pytorch triton

Last synced: 24 Apr 2025

https://github.com/salvatorera/tutorial

Tutorials on machine learning, artificial intelligence, data science with math explanation and reusable code (in python and R)

artificial-intelligence bioinformatics biology computer-vision convolutional-neural-networks data-science deep-learning graph image machine-learning natural-language-processing nlp python r streamlit streamlit-webapp tutorial tutorials vision-transformer

Last synced: 04 Apr 2025

https://github.com/andychisholm/nel

Entity linking framework

entity-linking information-extraction machine-learning natural-language-processing

Last synced: 05 May 2025

https://github.com/squaredev-io/whitebox

[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes

accuracy accuracy-metrics accuracy-score confusion-matrix explainability explainable-ai f1-score k8s kubernetes machine-learning ml-monitoring mlflow mlops model-monitoring modelops monitoring observability python recall xai

Last synced: 17 Jan 2026

https://github.com/gsurma/image_classifier

CNN image classifier implemented in Keras Notebook 🖼️.

ai artificial-intelligence cnn cnn-classification cnn-keras colaboratory convolutional-neural-networks efficientnet efficientnet-keras google-colab image-classification image-recognition keras machine-learning ml notebook python transfer-learning

Last synced: 08 May 2025

https://github.com/HMUNACHI/henry-vjp

From zero to hero CUDA for accelerating maths and machine learning on GPU.

cuda cuda-kernels cuda-programming machine-learning maths

Last synced: 05 Apr 2025

https://github.com/blobcity/autoai

Python based framework for Automatic AI for Regression and Classification over numerical data. Performs model search, hyper-parameter tuning, and high-quality Jupyter Notebook code generation.

ai autoai automl codegen deep-learning machine-learning ml python

Last synced: 14 Dec 2025

https://github.com/hmunachi/henry-vjp

From zero to hero CUDA for accelerating maths and machine learning on GPU.

cuda cuda-kernels cuda-programming machine-learning maths

Last synced: 08 Apr 2025

https://github.com/htdt/hyp_metric

Hyperbolic Vision Transformers: Combining Improvements in Metric Learning | Official repository

computer-vision machine-learning pytorch

Last synced: 08 May 2025

https://github.com/benedekrozemberczki/graphwavemachine

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

diffusion embedding factorization graph-embedding graph-wavelet graphwave heat-kernel kdd laplacian machine-learning node2vec refex rolx spectral struc2vec structural-embedding structural-role unsupervised-learning wavelet word2vec

Last synced: 20 Aug 2025

https://github.com/pathak22/videoseg

[CVPR 2017] Video motion segmentation and tracking

computer-vision machine-learning video-segmentation

Last synced: 08 Oct 2025

https://github.com/gabrieltseng/pycrop-yield-prediction

A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction

agriculture deep-learning gaussian-processes machine-learning remote-sensing

Last synced: 18 Jan 2026

https://github.com/lacmus-foundation/lacmus

Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.

computer-vision cv dataset forest hacktoberfest hacktoberfest2020 keras lacmus liza-alert machine-learning ml neural-networks object-detection ods pascal-voc python retina-net

Last synced: 13 Jul 2025

https://github.com/mdhmz1/Auto-Annotate

Auto-Annotate - Automatically annotate your entire image directory by a single command. As simple as saying - "Annotate all the street sign (label) in the autonomous car dataset (directory)" and BAM! DONE. Each and every image with a street sign in the diverse dataset directory containing images of all sorts which have a street sign are filtered and the segmentation annotation is performed in a single command. The Auto-Annotate tool provides auto annotation of segmentation masks for the objects in the images inside some directory based on the labels. Auto-Annotate is able to provide automated annotations for the labels defined in the COCO Dataset and also supports Custom Labels.

deep-learning hacktoberfest image-processing machine-learning object-detection

Last synced: 07 Apr 2025

https://github.com/HMUNACHI/cuda-tutorials

CUDA tutorials or Maths & ML tutorials with examples, covers multi-gpus, fused attention, winograd convolution, reinforcement learning.

cuda cuda-kernels cuda-programming machine-learning maths

Last synced: 13 May 2025

https://github.com/hcmlab/nova

NOVA is a tool for annotating and analyzing behaviours in social interactions. It supports Annotators using Machine Learning already during the coding process. Further it features both, discrete labels and continuous scores and a visuzalization of streams recorded with the SSI Framework.

active-learning annotation annotations annotator automated-analysis behaviour coding collaboration cooperative database interactive kinect labeling lightning-network machine-learning multimedia neural-network nova social-interactions video

Last synced: 12 Jan 2026

https://github.com/314arhaam/heat-pinn

A Physics-Informed Neural Network to solve 2D steady-state heat equations.

chemical-engineering deep-learning finite-difference heat-equation heat-transfer machine-learning partial-differential-equations physics physics-informed-ml physics-informed-neural-networks process-engineering python3

Last synced: 08 Jun 2026

https://github.com/christopherarter/dream

An AI/ML toolbox for Laravel

ai laravel machine-learning

Last synced: 12 Feb 2026

https://github.com/peculiarventures/gammacv

GammaCV is a WebGL accelerated Computer Vision library for browser

computer-vision feature-extraction gpu gpu-acceleration image-analysis image-processing machine-learning machine-vision object-detection opencv webgl

Last synced: 08 Apr 2025

https://github.com/evovest/evotrees.jl

Boosted trees in Julia

boosted-trees decision-tree gbrt gradient-boosting gradientboosting julia logistic machine-learning poisson quantile regression

Last synced: 16 May 2025

https://github.com/cleanlab/label-errors

🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet

benchmarking datasets label-errors machine-learning

Last synced: 06 Jan 2026

https://github.com/maxent-ai/converse

Conversational text Analysis using various NLP techniques

callcenter-analysis conversational-ai emotion-recognition huggingface machine-learning nlp nlu pytorch scikit-learn sentiment-analysis spacy speech-to-text text text-mining topic-modeling transformers

Last synced: 15 Feb 2026

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

Code and real data for "Enhancing Human Learning via Spaced Repetition Optimization", PNAS 2019

algorithm control duolingo machine-learning pnas point-processes spaced-repetition

Last synced: 21 Aug 2025

https://github.com/ertis-research/kafka-ml

Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)

data-stream deep-learning docker gpu-acceleration iot kafka keras keras-tensorflow kubernetes machine-learning pytorch tensorflow

Last synced: 28 Feb 2026

https://github.com/setl-framework/setl

A simple Spark-powered ETL framework that just works 🍺

big-data data-analysis data-engineering data-science data-transformation dataset etl etl-pipeline framework machine-learning modularization pipeline scala setl spark

Last synced: 10 Apr 2025

https://github.com/tommyip/mamba2-minimal

Minimal Mamba-2 implementation in PyTorch

llm machine-learning mamba pytorch ssm

Last synced: 13 Jul 2025

https://github.com/microsoft/iot-curriculum

Hands on labs and content for students and educators to learn and teach the Internet of Things at schools, universities, coding clubs, community colleges and bootcamps

ai azure azure-iot curriculum hands-on-lab iot iot-edge labs machine-learning microsoft nvidia-jetson python raspberrypi

Last synced: 21 May 2026

https://github.com/alisonmitchell/stock-prediction

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

beautifulsoup bert gensim huggingface keras-tensorflow machine-learning matplotlib mplfinance nlp nltk numpy pandas plotly python scikit-learn scipy seaborn spacy textblob yfinance

Last synced: 04 Apr 2025

https://github.com/gaborvecsei/whisper-live-transcription

Live-Transcription (STT) with Whisper PoC

ai applied-machine-learning gradio machine-learning python speach-to-text stt whisper

Last synced: 11 May 2025

https://github.com/rafiqhasan/auto-tensorflow

Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.com/in/sam04/

auto-tensorflow automl autotensorflow deeplearning machine-learning machinelearning neural-networks tensorflow tfx

Last synced: 07 Apr 2025

https://github.com/huggingface/OBELICS

Code used for the creation of OBELICS, an open, massive and curated collection of interleaved image-text web documents, containing 141M documents, 115B text tokens and 353M images.

dataset machine-learning multimodal

Last synced: 28 Aug 2025

https://github.com/iterative/example-get-started

Get started DVC project (NLP, random forest)

dvc example machine-learning nlp python random-forest reproducibility reproducible reproducible-research

Last synced: 18 Jun 2025

https://github.com/tofunlp/lineflow

:zap:A Lightweight NLP Data Loader for All Deep Learning Frameworks in Python

deep-learning machine-learning natural-language-processing python

Last synced: 12 Mar 2026

https://github.com/SETL-Framework/setl

A simple Spark-powered ETL framework that just works 🍺

big-data data-analysis data-engineering data-science data-transformation dataset etl etl-pipeline framework machine-learning modularization pipeline scala setl spark

Last synced: 15 Apr 2025

https://github.com/hamelsmu/ktext

Utilities for preprocessing text for deep learning with Keras

deep-learning keras machine-learning ml-infrastructure nlp-machine-learning python-3

Last synced: 06 Apr 2025

https://github.com/yuyang-huang/keras-inception-resnet-v2

The Inception-ResNet v2 model using Keras (with weight files)

deep-learning keras machine-learning

Last synced: 29 Mar 2025

https://github.com/keikoproj/active-monitor

Provides deep monitoring and self-healing of Kubernetes clusters

aiops argo-workflows healthcheck healthcheck-workflow kubernetes kubernetes-cluster kubernetes-controller kubernetes-tools machine-learning metrics prometheus-metrics remedy self-healing workflow

Last synced: 28 Jan 2026

https://github.com/waybarrios/vllm-mlx

OpenAI-compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX backend, 400+ tok/s.

apple-silicon audio-processing computer-vision image-understanding inference llm machine-learning macos mllm mlx multimodal-ai speech-to-text stt text-to-speech tts video-understanding vision-language-model vllm

Last synced: 23 Jan 2026

https://github.com/gosha20777/keras2cpp

it's a small library for running trained Keras 2 models from a native C++ code.

c-plus-plus c-plus-plus-17 cpp keras keras2cpp machine-learning neural-networks python

Last synced: 18 Oct 2025

https://github.com/CBICA/CaPTk

Cancer Imaging Phenomics Toolkit (CaPTk) is a software platform to perform image analysis and predictive modeling tasks. Documentation: https://cbica.github.io/CaPTk

analytics cancer cancer-imaging-research cbica cpp cpp11 cwl cwltool image-analysis itcr machine-learning medical-image-computing medical-image-processing medical-imaging nci nci-itcr nih radiomics radiomics-features u24

Last synced: 07 May 2025

https://github.com/fedml-ai/fedgraphnn

FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

deep-learning distributed-learning federated-learning federated-learning-framework fedml gnns graph-neural-networks machine-learning pytorch tensorflow

Last synced: 10 Apr 2025

https://github.com/lukasmosser/porousmediagan

Reconstruction of three-dimensional porous media using generative adversarial neural networks

computer-vision deep-learning generative-adversarial-network image-reconstruction machine-learning porous-media

Last synced: 20 Aug 2025

https://github.com/gatapia/py_ml_utils

Some small utility modules to help with pandas, numpy and sklearn usage in other projects

machine-learning python

Last synced: 08 May 2025

https://github.com/onlyphantom/cvessentials

Tutorial Series (60 hour course): Essentials of computer vision

computer-vision course course-materials cv cv2 deep-learning machine-learning machinelearning machinelearning-python python tutorial workshops

Last synced: 13 Apr 2025

https://github.com/maker-community/electronbot.dotnet

一个为ElectronBot机器人和瀚文键盘（HelloWorldKeyboard）开发的上位机软件（包含机器人USB操作SDK和瀚文键盘HID操作SDK），采用Windows App SDK框架编写界面。 A host computer software developed for ElectronBot robots (including robot USB operation SDK), using the Windows App SDK framework to write UI.

agent botsharp dotnet fluent-design machine-learning wasdk windows-app-sdk winui3

Last synced: 16 May 2025

https://github.com/blinkid/blinkid-react-native

ID scanning for cross-platform apps built with ReactNative.

ai android cross-platform id-card-camera id-scanning ios javascript kyc machine-learning onboarding react-native scanning-id-cards

Last synced: 11 Jun 2025

https://github.com/swift-ai/neuralnet-handwriting-ios

A handwriting recognition example for iOS using NeuralNet

deep-learning machine-learning neural-network ocr swift

Last synced: 27 Mar 2026

https://github.com/cuMF/cumf_als

CUDA Matrix Factorization Library with Alternating Least Square (ALS)

als cuda gpu machine machine-learning matrix-factorization

Last synced: 04 May 2025

https://github.com/yzhao062/pytod

TOD: GPU-accelerated Outlier Detection via Tensor Operations

anomaly-detection gpu-acceleration gpu-systems machine-learning outlier-detection unsupervised-learning

Last synced: 23 Oct 2025

https://github.com/lebellig/flow-matching

Annotated Flow Matching paper

deep-learning flow-matching generative-ai machine-learning pytorch pytorch-lightning

Last synced: 30 Apr 2025

https://github.com/youssefhosni/my-medium-articles-friendly-links

Friendly link to all of my medium articles

data-science deep-learning machine-learning python

Last synced: 10 Mar 2026

https://github.com/Azure/DataScienceVM

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

ai azure big-data data-analysis data-science deep-learning dsvm machine-learning ml python r sqlserver

Last synced: 20 Jul 2025

https://github.com/curiousily/machine-learning-from-scratch

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

artificial-intelligence book classification data-science machine-learning machine-learning-algorithms neural-networks notebook recommender-systems regression reinforcement-learning sentiment-analysis

Last synced: 07 May 2025

https://github.com/mc2-project/opaque-sql

An encrypted data analytics platform

analytics enclave machine-learning privacy security spark spark-sql

Last synced: 17 Jan 2026

https://github.com/anthony-wang/BestPractices

Things that you should (and should not) do in your Materials Informatics research.

best-practices common-pitfalls data-science example-code interactive-notebooks jupyter jupyter-notebooks machine-learning materials-informatics materials-science neural-networks python

Last synced: 04 May 2025

https://github.com/curiousily/Machine-Learning-from-Scratch

artificial-intelligence book classification data-science machine-learning machine-learning-algorithms neural-networks notebook recommender-systems regression reinforcement-learning sentiment-analysis

Last synced: 20 Jul 2025

https://github.com/lucasmaystre/choix

Inference algorithms for models based on Luce's choice axiom

machine-learning python ranking

Last synced: 21 Oct 2025

https://github.com/thundergolfer/google-rules-of-machine-learning

Github mirror of M. Zinkevich's "Rules of Machine Learning" style guide, with extra goodness.

article google guideline machine-learning mirror

Last synced: 01 Feb 2026

https://github.com/BlinkID/blinkid-react-native

ID scanning for cross-platform apps built with ReactNative.

ai android cross-platform id-card-camera id-scanning ios javascript kyc machine-learning onboarding react-native scanning-id-cards

Last synced: 02 Apr 2025

https://github.com/idealo/cnn-exposed

🕵️‍♂️ Interpreting Convolutional Neural Network (CNN) Results.

computer-vision deep-learning explainable-ai interpretable-machine-learning machine-learning neural-network

Last synced: 01 May 2025

https://github.com/vanderschaarlab/hyperimpute

A framework for prototyping and benchmarking imputation methods

data-science imputation imputation-algorithm machine-learning machine-learning-prerequisites preprocessing-data python scikit-learn

Last synced: 07 Apr 2025

https://github.com/azure/datasciencevm

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

ai azure big-data data-analysis data-science deep-learning dsvm machine-learning ml python r sqlserver

Last synced: 07 Apr 2025

https://github.com/erhardtconsulting/tensortrade-ng

TensorTrade-NG is an open source Python framework for building, training, evaluating, and deploying robust trading algorithms using reinforcement learning.

artificial-intelligence finance machine-learning reinforcement-learning reinforcement-learning-environments trading tradingbot