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: 2026-07-03 00:18:33 UTC
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https://github.com/sonoisa/code2vec

an implementation of "code2vec: Learning Distributed Representations of Code"

deep-learning machine-learning source-code-analysis

Last synced: 31 Jan 2026

https://github.com/horoc/treetops

Fast LightGBM tree model inference Java library which is based on ASM dynamic code generation framework.

asm bytecode inference java lightgbm machine-learning

Last synced: 14 Apr 2025

https://github.com/nedtaylor/athena

A Fortran-based neural network library for physics-based applications. Alongside standard neural network layer types, it also supports graph-based layers and physics informed neural networks.

automatic-differentiation cnn convolution convolutional-neural-networks deep-learning feed-forward-neural-networks fortran fortran-package-manager machine-learning message-passing-neural-network neural-network physics-informed-neural-networks

Last synced: 17 Jan 2026

https://github.com/conradsnicta/bandicoot-code

Bandicoot: C++ library for GPU linear algebra & scientific computing - https://coot.sourceforge.io

armadillo c-plus-plus clblas cublas cuda cuda-kernels cusolver gpu gpu-accelerated-library gpu-acceleration gpu-computing linear-algebra linear-algebra-library machine-learning matrix-functions matrix-library opencl opencl-kernels scientific-computing

Last synced: 07 Mar 2026

https://github.com/pityka/lamp

deep learning and scientific computing framework with native CPU and GPU backend for the Scala programming language

deep-learning extratrees gpu gpu-acceleration libtorch machine-learning neural-networks pytorch scala scala-library tensor umap

Last synced: 08 Mar 2025

https://github.com/divyat09/cf-feasibility

Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"

causality counterfactual-explanations explainable-ml machine-learning neurips-2019

Last synced: 20 Aug 2025

https://github.com/zhuohaoyu/kieval

[ACL'24] A Knowledge-grounded Interactive Evaluation Framework for Large Language Models

acl2024 explainable-ai llm llm-evaluation llm-evaluation-framework llm-evaluation-metrics llm-evaluation-toolkit machine-learning

Last synced: 18 Sep 2025

https://github.com/Moun1r1/QuantResearchDev

Quantitative crypto bot framework

cryptocurrencies cryptocurrency machine machine-learning quantitative-finance trading

Last synced: 24 Mar 2025

https://github.com/georgian-io-archive/foreshadow

An automatic machine learning system

automatic-machine-learning automl machine-learning pandas python sklearn

Last synced: 30 Sep 2025

https://github.com/haleshot/deep-ml

A platform for deep learning challenges and AI education. Deep-ML is a website dedicated to making deep learning challenges accessible and engaging. It offers a variety of AI-related problems for learners at different skill levels.

algorithms artificial-intelligence deep-learning deep-learning-algorithms deep-neural-networks linear-algebra linear-regression machine-learning machine-learning-algorithms

Last synced: 09 Mar 2026

https://github.com/ourownstory/federated_kmeans

Federated k-means clustering algorithm implementation and proof of concept.

clustering federated-learning kmeans kmeans-clustering machine-learning privacy

Last synced: 14 Apr 2025

https://github.com/centre-for-humanities-computing/embedding-explorer

Tools for interactive visual exploration of semantic embeddings.

clustering embedding embeddings interactive knowledge-graph machine-learning networks nlp projection semantic

Last synced: 20 Aug 2025

https://github.com/arya920/career-guidance-ai-bot

This project presents the development of a career counseling bot that utilizes Quora data to provide users with valuable insights and recommendations for their career choices

cnn deep-learning deep-neural-networks machine-learning neural-network nlp-machine-learning streamlit-webapp

Last synced: 30 Jul 2025

https://github.com/sansa-stack/sansa-notebooks

Interactive Spark Notebooks for running SANSA examples.

hdfs hue machine-learning notebook owl rdf sansa semantics spark zeppelin

Last synced: 14 Apr 2025

https://github.com/petrmanek/Revolver

A framework for building fast genetic algorithms in Swift.

cocoapod evolutionary-algorithms genetic-algorithm genetic-algorithm-framework genetic-programming machine-learning optimization optimization-methods swift-framework swift-library

Last synced: 02 Aug 2025

https://github.com/jim-schwoebel/audioset_models

📊 Easily apply audio-related machine learning models trained on the AudioSet dataset (527+ models/classes).

audio audioset dataset download download-file machine-learning machine-learning-algorithms machine-learning-models machinelearning-python pafy sound sound-event-detection voice voice-computing voice-ml voice-recognition youtube

Last synced: 11 Apr 2025

https://github.com/ethanluoyc/corax

Corax: Core RL in JAX

jax machine-learning reinforcement-learning

Last synced: 06 Feb 2026

https://github.com/kitestring/dataquest

Data Science Massive Open Online Course: All the code, notes and supplementary materials generated during the course of my data scientific learning.

dataquest gitignore jupyter-notebook k-means-clustering k-nearest-neighbours linear-regression linux logistic-regression machine-learning matplotlib pandas postgresql pydev pyspark python-3-6 seaborn sklearn sqlite3 statistics webscraping

Last synced: 02 Apr 2026

https://github.com/srwi/pycharm-pixellens

Free PyCharm image viewer plugin for visualizing and debugging NumPy, OpenCV, PyTorch, TensorFlow, JAX, and PIL data.

data-science debugger-visualizer debugging machine-learning pycharm pycharm-plugin python

Last synced: 23 Oct 2025

https://github.com/farshidnooshi/tensorflow-notebooks

A collection of notebooks with TensorFlow and the Keras API for various deep-learning and machine learning problems

cnn-keras deep-learning keras lstm machine-learning neural-network nlp-machine-learning rnn rnn-tensorflow tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 24 Oct 2025

https://github.com/mkurc1/climbingcrux_model

The climbing crux model is a machine-learning project that aims to recognize climbing holds and the distance between them from a photo and suggest routes that fit the user's climbing level.

climbing fastapi jupiter-notebook machine-learning python yolo

Last synced: 05 Jun 2026

https://github.com/georgebuilds/anneal

Machine learning compiler in Go. A from-scratch tinygrad port: graph-rewrite IR, autodiff as a compiler pass, zero-CGO WebGPU backend.

autodiff autograd compiler deep-learning golang gpu machine-learning neural-networks onnx tensor tinygrad wasm webgpu

Last synced: 13 Jun 2026

https://github.com/gretelai/trainer

Simple interface to synthesize complex and highly dimensional datasets using Gretel APIs.

data-generation deep-learning gan gans language-model machine-learning synthetic-data

Last synced: 04 Apr 2025

https://github.com/williamjameshandley/spherical_kde

Kernel density estimation on a sphere

astronomy bandwidth cartopy information-visualization kernel-density-estimation machine-learning mollweide-projection physics probability python sphere statistics von-mises-fisher

Last synced: 19 Apr 2025

https://github.com/durgeshsamariya/mlgenerator

MLgenerator is a web app which help you to generate machine learning starter code with ease.

beginner-code heroku machine-learning machine-learning-algorithms machine-learning-tutorials pyod scikit-learn starter-code starter-template streamlit-webapp template webapp

Last synced: 15 Apr 2025

https://github.com/llami-team/wake-me

AI-based React component library that detects clapping sounds or finger snaps. Using a TensorFlow.js-based machine learning model, it accurately analyzes sounds in real-time.

ai component finger-detection library machine-learning react sound-detection tensorflow wake-snap wake-up wake-up-word

Last synced: 15 May 2025

https://github.com/simon-hirsch/ondil

A package for online distributional learning.

distributional-forecasting distributional-regression gam gamlss location-scale-and-shape machine-learning online-learning probabilistic-forecasting python statistical-learning volatility-modeling

Last synced: 16 Jan 2026

https://github.com/passalis/sef

A Python Library for Similarity-based Dimensionality Reduction

dimensionality-reduction machine-learning pytorch

Last synced: 19 Apr 2025

https://github.com/eellak/gsoc2021-audio-annotation-tool

Creation of a multi user audio first annotation tool - GSoC 2021

annotation-tool django gsoc-2021 machine-learning multi-user

Last synced: 19 Apr 2025

https://github.com/hassaku/audio-plot-lib

This library provides graph sonification functions and has been developed for a project named "Data science and machine learning resources for screen reader users". Please refer to the project page for more details.

audio data-science google-colab graphs machine-learning python sonification visually-impaired

Last synced: 29 Oct 2025

https://github.com/achillesrasquinha/pehchaan

Devanagari Character Recognition

character-recognition devanagari machine-learning

Last synced: 15 Jun 2025

https://github.com/zackakil/optimising-basketball

Using Keras, TensorFlow.js and image processing to analyse my basketball skillz.

basketball machine-learning python tensorflow

Last synced: 05 May 2025

https://github.com/natmlx/robust-video-matting-unity

Robust Video Matting for high-fidelity human segmentation in Unity Engine.

background-removal computer-vision human-segmentation machine-learning natml unity3d

Last synced: 17 Mar 2025

https://github.com/beingamanforever/tech-enhanced-ai-interview-learning-platform

Developed a sophisticated machine learning model capable of generating diverse interview questions aligned with specific topics, ensuring depth of conversation. Integrated advanced Natural Language Processing (NLP) algorithms to analyse spoken responses, identifying grammatical errors & offering accurate corrections after the interview.

ai-chatbot ai-chatbots api chatbot dataset fine flask huggingface huggingface-transformers inteview-test kaggle kaggle-notebooks large latex-document machine-learning mlops openai whisper

Last synced: 29 Oct 2025

https://github.com/deep-diver/continuous-adaptation-for-machine-learning-system-to-data-changes

https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html

machine-learning mlops pipeline tensorflow tfx

Last synced: 05 May 2025

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

wildboar is a Python module for temporal machine learning

cython distance-measures dtw dynamic-time-warping euclidean-distances machine-learning numpy python scipy timeseries

Last synced: 01 Aug 2025

https://github.com/grananqvist/nalu-tf

Tensorflow implementation of Neural Arithmetic Logic Unit, Trask et al.

deep-learning deepmind machine-learning nalu trask

Last synced: 31 Jul 2025

https://github.com/munagekar/nnpso

Training of Neural Network using Particle Swarm Optimization

deep-learning machine-learning neural-network parallel-computing particle-swarm-optimisation tensorflow

Last synced: 12 May 2025

https://github.com/saidziani/feedny

The Internet plays an increasingly important part in our daily lives as a source of written content for news and leisure. Yet it is tedious and difficult to sort through this staggering flow of information and stay updated with changes in our world, even using automated tools. Reading magazines and newspapers is too time-consuming, and there is a huge amount of online content that is updated or generated each minute. Our solution considers each user’s interests and leverages Artificial Intelligence, Machine Learning and Natural Language Processing in order to suggest to relevant articles from the internet.

automatic-summarization javascript machine-learning machine-translation natural-language-processing nlp profiling react-native recommendation-system text-classification

Last synced: 21 Mar 2025

https://github.com/aiff22/ai-challenge

A code for converting and testing Tensorflow models for AI Challenge

ai-challenges computer-vision deep-learning image-enhancement image-processing machine-learning super-resolution

Last synced: 18 Jul 2025

https://github.com/thisisashukla/computer-vision

Notebook series on interesting topics in computer vision

computer-vision image-analytics machine-learning opencv-python signal-processing

Last synced: 12 Apr 2025

https://github.com/lorransutter/predictstock-svm

ML model for stock trend prediction using Python

k-means kfold-cross-validation machine-learning matplotlib numpy pandas python python3 random-forest scikit-learn sklearn stock-trend-prediction support-vector-machine trend-prediction

Last synced: 13 Sep 2025

https://github.com/lddl/yolo-go

Port of Darknet YOLO for Go ecosystem

computer-vision darknet data-science hacktoberfest machine-learning neural-network object-detection yolo-darknet yolov3 yolov3-tiny

Last synced: 10 Jul 2025

https://github.com/pratjz/Resources

Resources

algorithms artificial-intelligence bitcoin blockchain cryptocurrency data-science data-structures deep-learning freelance machine-learning macos mooc programming python quantum-computing r reading-list scala spark sql

Last synced: 29 Jul 2025

https://github.com/coffeevampir3/ez-trainer

Train Llama Loras Easily

data-science easy-to-use llama llama2 machine-learning training webui

Last synced: 14 Apr 2025

https://github.com/byte7/heart-disease-analysis-and-prediction

Heart Disease Analysis repository

heart-disease logistic-regression machine-learning uci-machine-learning

Last synced: 14 Apr 2025

https://github.com/outerbounds/metaflow-card-notebook

Render Jupyter Notebooks With Metaflow Cards

data-science data-visualization datascience jupyter jupyter-notebook machine-learning metaflow metaflow-cards ml ml-infrastructure mlops python visualization

Last synced: 22 Apr 2025

https://github.com/rsharp-lang/R-sharp

R# language is a kind of R liked vectorized language implements on .NET environment for the bioinformatics data analysis

bioinformatics gcmodeller graphquery hdf5 hpc machine-learning microsoft-visualbasic netcdf parallel-computing r r-sharp vb

Last synced: 30 Jul 2025

https://github.com/erfaniaa/financial-dataset-generator

Financial Dataset Generator

algo-trading crypto cryptocurrency dataset finance financial-data machine-learning python time-series time-series-analysis trading yfinance yfinance-api

Last synced: 21 Jun 2025

https://github.com/AlissonRP/FreeStats

Caminho para estudo da Estatística de maneira independente

machine-learning self-learning statistics

Last synced: 23 Jul 2025

https://github.com/tum-traffic-dataset/tum-traffic-dataset-dev-kit

TUM Traffic Dataset Development Kit

3d-object-detection 3d-vision autonomous-driving benchmark camera dataset deep-learning dev-kit image lidar machine-learning munich perception point-cloud traffic tum

Last synced: 20 Mar 2025

https://github.com/FrontierDevelopmentLab/CUMULO

a benchmark dataset for training and evaluating global cloud classification models.

atmospheric-physics climate-change esa machine-learning nasa-cloudsat nasa-modis

Last synced: 02 Apr 2025

https://github.com/axonn-ai/axonn

A parallel framework for training deep neural networks

deep-learning machine-learning neural-networks parallel-computing

Last synced: 27 Mar 2025

https://github.com/determined-ai/determined-examples

Example ML projects that use the Determined library.

deep-learning distributed-training hyperparameter-tuning keras machine-learning ml-infrastructure pytorch tensorflow

Last synced: 30 Apr 2025

https://github.com/ai2es/miles-guess

Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.

ai bayesian epistemic-uncertainty evidential-deep-learning machine-learning neural-networks uncertainty-quantification

Last synced: 13 Dec 2025

https://github.com/cTJakt/glaucus

A general data-flow-based machine learning suit combining auto machine learning and multiple simplified machine learning algorithm for unprofessional data scenitists

automl deep-learning hyperparameter-optimization machine-learning react

Last synced: 07 May 2025

https://github.com/raamana/pyradigm

Research data management in biomedical and machine learning applications

automation biomedical data-integration data-structures datascience datastructures machine-learning machine-learning-workflows medical-data neuroimaging neuroinformatics neuroscience pandas python userfriendly workflow

Last synced: 24 Oct 2025

https://github.com/flink-extended/clink

Clink is a library that provides APIs and infrastructure to facilitate the development of parallelizable feature engineering operators that can be used in both C++ and Java runtime.

feature-engineering flink-streaming machine-learning online-learning

Last synced: 21 Feb 2026

https://github.com/devinterview-io/linear-regression-interview-questions

🟣 Linear Regression interview questions and answers to help you prepare for your next machine learning and data science interview in 2025.

ai-interview-questions coding-interview-questions coding-interviews data-science data-science-interview data-science-interview-questions data-scientist-interview interview-practice interview-preparation linear-regression linear-regression-interview-questions linear-regression-questions linear-regression-tech-interview machine-learning machine-learning-and-data-science machine-learning-interview machine-learning-interview-questions software-engineer-interview technical-interview-questions

Last synced: 11 Feb 2026

https://github.com/dagshub/papers-with-everything

Machine Learning papers with code, data and models

codepeak codepeak2022 data-science hacktoberfest hacktoberfest-2022 hacktoberfest2022 hacktoberfest22 machine-learning papers-with-code reaserch

Last synced: 14 Feb 2026

https://github.com/pinto0309/crowdhuman_hollywoodhead_yolo_convert

YOLOv7 training. Generates a head-only dataset in YOLO format. The labels included in the CrowdHuman dataset are Head and FullBody, but ignore FullBody.

crowdhuman hollywood-heads machine-learning models yolov7

Last synced: 13 Mar 2026

https://github.com/mainakrepositor/ml-algorithms

List of some top machine learning algorithms. Just give a dive and explore the world of ML

algorithms classification-algorithm clustering machine-learning natural-language-processing python3 random-forest regressions

Last synced: 13 Oct 2025

https://github.com/mareksubocz/tracknet

:flashlight: Pytorch implementation of TrackNet

apple-silicon-support deep-learning machine-learning ml pytorch single-object-tracking sot tensorboard tracking tracknet wandb

Last synced: 03 Jul 2025

https://github.com/basicallysource/sorter

A LEGO® Sorting Machine

lego machine-learning neural-networks robotics

Last synced: 29 May 2026

https://github.com/duketemon/pyuplift

Lightweight uplift modeling framework for Python

incremental-value-marketing machine-learning marketing python treatment-effects true-response-modeling uplift-modeling

Last synced: 18 Aug 2025

https://github.com/nyuvis/partial_dependence

Python package to visualize and cluster partial dependence.

interpretability machine-learning partial-dependence-plot python-package visualization

Last synced: 14 Jan 2026

https://github.com/mdeff/python_tour_of_data_science

A Python Tour of Data Science

data-analysis data-science education machine-learning python

Last synced: 12 Jul 2025

https://github.com/kubegems/modelx

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

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

Last synced: 11 Mar 2026

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

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

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

Last synced: 07 Oct 2025

https://github.com/WildEyeConservation/TrapTagger

AI-Powered Camera-Trap Image Processing

camera-traps computer-vision conservation machine-learning wildlife

Last synced: 20 Jul 2025

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

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

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

Last synced: 04 Feb 2026

https://github.com/csm9493/FC-AIDE-Keras

FC-AIDE: Fully Convolutional Pixel Adaptive Image Denoiser

deep-learning image-denoising machine-learning

Last synced: 02 Apr 2025

https://github.com/w4k2/problexity

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

data-complexity machine-learning python software

Last synced: 17 Jan 2026

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

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

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

Last synced: 02 May 2025

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

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

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

Last synced: 08 Jul 2025

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

Chess engine that uses neural network to decide on moves

chess machine-learning neural-network python

Last synced: 11 Apr 2025

https://github.com/maxhalford/starboost

:star::rocket: Gradient boosting on steroids

gradient-boosting machine-learning python scikit-learn

Last synced: 01 May 2025

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

Workshop materials for posit::conf(2023)

ai deep-learning machine-learning python

Last synced: 01 May 2025

https://github.com/zongxr/dcic2024-photovoltaic

本赛题要求选手基于历史光伏发电数据、天气数据、光伏设备空间相对位置等信息，通过建立适当的模型，对未来一段时间内的光伏发电出力进行预测。A榜使用外部数据得分0.88501103804 排名32，未使用外部数据得分0.88042407737 ；B榜得分0.90467829011排名21.

lightgbm machine-learning time-series xgboost

Last synced: 09 May 2025

https://github.com/sashenjayathilaka/building-a-website-with-django

Building a Website with Django (Face Detector App, Python Core Concepts, project(Excel Spreadsheets), Machine Learning with Python and BUILDING A WEBSITE WITH DJANGO

django face-detection machine-learning python

Last synced: 14 Jul 2025

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

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

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

Last synced: 13 Apr 2025

https://github.com/liu42/flowerclassify

基于 ResNet 的花卉分类识别系统。

cnn computer-vision deep-learning docker flask image-classification machine-learning onnx onnx-runtime pytorch

Last synced: 15 Jul 2025

https://github.com/PrimozGodec/ImageColorization

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

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

Last synced: 07 May 2025

https://github.com/jovan-stojanovic/animal-sound-recognition

Deep learning model for animal sound classification.

convolutional-neural-networks deep-learning machine-learning sound-classification

Last synced: 07 May 2025

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

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

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

Last synced: 01 Jul 2025

https://github.com/qbicz/real-time-shape-detection

CV/AI: use ARM Mali GPU on ODROID-XU4 single-board computer + OpenCL acceleration to achieve real time shape and orientation detection of fast moving objects

basler camera computer-vision linux-embedded machine-learning machine-vision opencv sbcomputers shape-detection

Last synced: 20 Jun 2025

https://github.com/tirendazacademy/deep-learning-with-tensorflow

Deep Learning with TensorFlow

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

Last synced: 24 Oct 2025

https://github.com/miteshputhran/document_classification

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

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

Last synced: 14 Apr 2025

https://github.com/mattdl/continualevaluation

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

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

Last synced: 14 Apr 2025

https://github.com/declare-lab/mm-align

[EMNLP 2022] This repository contains the official implementation of the paper "MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences"

machine-learning multimodal-deep-learning multimodal-sentiment-analysis natural-language-processing optimal-transport

Last synced: 14 Apr 2025