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An open API service indexing awesome lists of open source software.

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.

https://github.com/techtonique/nnetsauce

Statistical/Machine Learning using Randomized and Quasi-Randomized (neural) networks (currently Python & R)

deep-learning machine-learning neural-networks quasi-randomized statistical-learning

Last synced: 21 Oct 2025

https://github.com/ax-va/python-machine-learning-recipes-gallatin-albon-2023

Machine learning recipes in Python with scikit-learn, OpenCV, PyTorch, and other libraries, including classical machine learning and neural networks, based on the book "Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning", Second Edition, by Kyle Gallatin and Chris Albon published by O'Reilly Media in 2023

ax-va data-science deep-learning image-processing machine-learning neural-networks opencv opencv-python python pytorch scikit-learn

Last synced: 08 Oct 2025

https://github.com/niyiyu/pnw-ml

A ML-ready curated data set for a wide range of seismic signals from Pacific Northwest

dataset machine-learning seismology

Last synced: 25 Oct 2025

https://github.com/aliosm/ai-soco

Official FIRE 2020 Authorship Identification of SOurce COde (AI-SOCO) task repository containing dataset, evaluation tools and baselines

ai-soco authorship-identification codeforces fire2020 machine-learning pan2020 source-code

Last synced: 19 Jan 2026

https://github.com/otonomee/streamstem

Implements ML audio separation algorithm on audio from YouTube or Spotify resulting in "stems" for download (e.g. vocals, drums, bass) in MP3, WAV or FLAC.

audio-classification deep-learning demucs fastapi machine-learning source-separation spotify-stemmer youtube-stemmer

Last synced: 26 Oct 2025

https://github.com/pizaariaaa/garbage-classification

Python notebook about garbage detection based on convolutional neural network

convolutional-neural-networks deep-learning garbage-classification jupyter-notebook machine-learning python

Last synced: 15 Apr 2025

https://github.com/costrouc/mse-machinelearning-notebooks

Machine Learning Introduction for a Material Scientist

binder-ready machine-learning materials-science python

Last synced: 23 Mar 2025

https://github.com/polywock/text2gender

Predict the author's gender from their text.

gender-classification machine-learning neural-network text-classification

Last synced: 12 Mar 2026

https://github.com/theroyakash/adam

Implementation of Adam Optimization algorithm using Numpy

adam-optimizer algorithms deep-learning machine-learning numpy numpy-neural-network python3

Last synced: 12 Apr 2025

https://github.com/alexcg1/easy_text_generator

Generate text from machine-learning models right in your browser

machine-learning nlp python streamlit

Last synced: 14 Sep 2025

https://github.com/ccao-data/model-res-avm

Automated valuation model for all class 200 residential properties in Cook County (except vacant land and condos)

assessment data-science machine-learning model property-taxes r res tidymodels

Last synced: 10 Mar 2026

https://github.com/bartczernicki/ArtificialIntelligence-Presentations

Public location of delivered Artificial Intelligence & Machine Intelligence Presentations

analytics artificial-intelligence data-science machine-learning

Last synced: 18 Apr 2025

https://github.com/sircamp/kaggle-breast-cancer-prediction

Different approaches as (ANN,DecisionTree,Bayes and KNeighbors) to solve and predict with the best accuracy malignous cancers

kaggle-competition machine-learning machine-learning-algorithms sklearn

Last synced: 15 May 2025

https://github.com/edrubin/ec524w22

Masters-level applied econometrics course—focusing on prediction—at the University of Oregon (EC424/524 during Winter quarter, 2022) Taught by Ed Rubin

course data-science econometrics machine-learning prediction university

Last synced: 04 Jan 2026

https://github.com/rcarmo/azure-toolbox

A Docker container with Azure Resource Manager administration tools and a machine/deep learning stack

azure cntk deep-learning machine-learning tensorflow toolbox vnc-server

Last synced: 23 Mar 2025

https://github.com/Cumulocity-IoT/r-pmml

Generate PMML for various machine learning and statistical models.

machine-learning pmml r zementis

Last synced: 31 Oct 2025

https://github.com/hand10ryo/PyTorchCML

PyTorchCML is a library of PyTorch implementations of matrix factorization (MF) and collaborative metric learning (CML), algorithms used in recommendation systems and data mining.

collaborative-filtering implicit-feedback machine-learning metric-learning python pytorch recommender-system

Last synced: 29 Apr 2025

https://github.com/anjohan/neuralnetwork

Simple, parallel, object-oriented Fortran neural network

coarray-fortran fortran machine-learning neural-network

Last synced: 07 Feb 2026

https://github.com/dimzachar/datatalksclub-projects

Streamlit-Powered DataTalksClub Project Analyzer: Interactive Insights at Your Fingertips

data-science gpt machine-learning openai python streamlit vizualisation

Last synced: 18 Jul 2025

https://github.com/general-developer/whisper_library

Whisper Is Library for transcribe sound wav AKA Speech To Text Or Extract Text From Audio

ai artificial-intelligence dart flutter ggml machine-learning ml openai speech-to-text transcribe translate whisper

Last synced: 05 Apr 2025

https://github.com/manekinekko/photobooth

Online Photo Booth app with 25+ built-in filters and Machine Learning Style Transfer features 📸

angular azure facetracking glsl hacktoberfest machine-learning shaders tensorflow typescript webgl

Last synced: 15 Apr 2025

https://github.com/OGFris/GoStats

GoStats is a go library for math statistics mostly used in ML domains, it covers most of the statistical measures functions.

data-science go golang gostats machine-learning math mathematics mit-license statistical-measures statistics stats

Last synced: 14 Mar 2025

https://github.com/0101011/bootstrap-ml

A comprehensive collection of pre-written code for machine learning and deep learning use cases, all in one convenient place. Whether you're a seasoned practitioner or just starting your ML journey, this repository provides a solid foundation to build upon.

ai deep-learning deep-neural-networks deeplearning documentation jupyter-notebook jupyter-notebooks machine-learning machinelearning ml tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 12 May 2025

https://github.com/gyrdym/ml_preprocessing

Implementation of popular data preprocessing algorithms for Machine learning

data-preprocessing data-science machine-learning machine-learning-algorithms onehot-encoder ordinal-encoder

Last synced: 21 Mar 2025

https://github.com/simonblanke/optimization-tutorial

Tutorials for the optimization techniques used in Gradient-Free-Optimizers and Hyperactive.

gradient-free-optimization hyperactive hyperparameter-optimization machine-learning optimization tutorial visualization

Last synced: 05 May 2025

https://github.com/skshadan/opencv-dji-drones

Use OpenCV with any model of DJI Drones, you can gain access to the real-time camera feed of your drone. This allows for live streaming and analysis of the drone's field of view, providing valuable insights for various applications including aerial photography, surveying, and drone-based monitoring systems.

aerial-photography aerial-surveying aws dji dji-drone dji-drones drone-api drones environmental-monitoring machine-learning object-detection opencv real-time-video-processing rtmp-server video-streaming

Last synced: 08 Sep 2025

https://github.com/lightning-ai/lightning-habana

Lightning support for Intel Habana accelerators.

deep-learning machine-learning python pytorch

Last synced: 11 Apr 2025

https://github.com/allisterb/classifybot

Automate building ML classification pipelines in .NET

data-engineering dotnet machine-learning

Last synced: 11 Apr 2025

https://github.com/alessandrocorradini/university-of-michigan-applied-data-science-with-python-specialization

Repository for the Applied Data Science with Python Specialization from University of Michigan on Coursera

coursera coursera-specialization data-science machine-learning mooc moocs

Last synced: 07 Sep 2025

https://github.com/ilias-ant/adversarial-validation

A tiny framework to perform adversarial validation of your training and test data.

adversarial-validation data-drift machine-learning

Last synced: 10 Apr 2025

https://github.com/albumentations-team/albucore

A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for developers working in computer vision who require efficient and scalable image augmentation.

albumentations artificial-intelligence automation computer-vision data-augmentation deep-learning efficiency high-performance-computing image-augmentation image-processing machine-learning neural-networks opencv performance-optimization python

Last synced: 16 Jun 2025

https://github.com/trainindata/forecasting-with-machine-learning

Code repository for the course "Forecasting with Machine Learning Models"

forecasting machine-learning time-series

Last synced: 17 Jan 2026

https://github.com/lab-cosmo/atomistic-cookbook

A collection of simulation recipes for the atomic-scale modeling of materials and molecules

atomistic-simulations machine-learning modeling molecular-dynamics simulation

Last synced: 03 May 2025

https://github.com/takashiishida/irreducible

[ICLR 2023] Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification

machine-learning

Last synced: 11 Apr 2025

https://github.com/edaaydinea/365-days-of-code-2022

This coding challenge is created by Eda AYDIN. This coding challenge aims to progress from Python programming to Computer Vision, Natural Language Processing in Artificial Intelligence and Neuroscience.

artificial-intelligence coding-challenges computer-science computer-vision data-science deep-learning machine-learning natural-language-processing neuroscience python

Last synced: 11 Apr 2025

https://github.com/hand10ryo/pytorchcml

PyTorchCML is a library of PyTorch implementations of matrix factorization (MF) and collaborative metric learning (CML), algorithms used in recommendation systems and data mining.

collaborative-filtering implicit-feedback machine-learning metric-learning python pytorch recommender-system

Last synced: 12 Apr 2025

https://github.com/inab/biolitmap

Code for the paper "BIOLITMAP: a web-based geolocated and temporal visualization of the evolution of bioinformatics publications" in Oxford Bioinformatics.

data-mining data-science data-visualization machine-learning maps natural-language-processing research research-paper science social-analytics-team

Last synced: 22 Apr 2025

https://github.com/nxr-deen/ai-chatbot

AI Chatbot in HTML CSS & JavaScript

ai chat chatbot chatgpt css gemeni generate html javascript js machine-learning

Last synced: 23 Apr 2025

https://github.com/intel/transfer-learning

Libraries and tools to support Transfer Learning

ai deep-learning machine-learning pytorch tensorflow

Last synced: 11 Mar 2026

https://github.com/wilfredpine/python-tutorial

Notebook tutorials for Python Programming Language (Fundamentals, OOP, MVT, Frameworks, Django, Machine Learning, NLP)

ai computer-vision data-analytics data-science django-framework fundamentals machine-learning nlp oop python web web-development

Last synced: 14 Oct 2025

https://github.com/ahammadmejbah/pytorch-developers-roadmap

PyTorch is an open-source machine learning framework that provides a flexible platform for building, training, and deploying deep learning models. It is widely used for research and development in artificial intelligence, offering dynamic computation, GPU acceleration, and a rich ecosystem of libraries and tools.

ai data-science deep-learning developer machine-learning python python3 pytroch

Last synced: 27 Apr 2025

https://github.com/lucastheis/trlda

Implementations of various online inference algorithms for LDA, with Python interface.

lda machine-learning python topic-modeling variational-inference

Last synced: 16 Mar 2026

https://github.com/talitalobo/controle-social

Conteúdo sobre machine learning aplicado ao controle social. Artigos sobre: ML, estatística, ética, dentre outros.

data-science deep-learning machine-learning social-control social-good social-impact social-justice

Last synced: 08 Jan 2026

https://github.com/simpleclub/startup_teens_machine_learning

The repository containing all code written in the Startup Teens machine learning course.

machine-learning python simpleclub startup-teens tutorial

Last synced: 22 Feb 2026

https://github.com/cumulocity-iot/r-pmml

Generate PMML for various machine learning and statistical models.

machine-learning pmml r zementis

Last synced: 12 Dec 2025

https://github.com/dgac/acropole

This repository contains the Acropole model for aircraft fuel flow prediction and Python packages for aircraft trajectory processing and fuel flow enhancement.

air-traffic-management aircraft-performance artificial-intelligence environment machine-learning

Last synced: 16 Mar 2026

https://github.com/elliotwutingfeng/spamdexingsites

URL feed for blocking spamdexing websites. Let's banish them to the rubbish bin where they belong!

adblock blocklist content-farm dnsbl machine-learning malvertising malware osint pfblockerng pihole spam ublacklist

Last synced: 29 Apr 2025

https://github.com/smith42/xdf-gan

A GAN for the generation of mock astronomical surveys

astronomy deep-learning gan machine-learning

Last synced: 27 Oct 2025

https://github.com/aai-institute/nnbench

A small framework for benchmarking machine learning models.

benchmarking machine-learning mlops neural-networks python

Last synced: 14 Jan 2026

https://github.com/awslabs/bedrock-vscode-playground

Explore and experiment with large language models (LLMs) available in Amazon Bedrock

education machine-learning programming-language

Last synced: 21 Feb 2026

https://github.com/gauravpandeylab/eipy

Ensemble Integration: a customizable pipeline for generating multi-modal, heterogeneous ensembles

classification ensemble interpretation machine-learning multimodal nested-cross-validation predictive-modeling scikit-learn

Last synced: 24 Oct 2025

https://github.com/ahammadmejbah/ahammadmejbah

Data Science || Machine Learning || Deep Learning || Computer Vision || NLP Enthusiast Talks about #datascience, #deeplearning, #dataanalytics, #machinelearning, and #machinelearningalgorithms

artificial-intelligence computer-vision data-science deep-learning machine-learning nlp python

Last synced: 27 Apr 2025

https://github.com/ravin-d-27/pydeepflow

This is my own Deep Learning Package, optimized for performing Deep Learning Tasks and easy to learn and integrate into projects.

deep-learning hacktoberfest hacktoberfest-accepted hacktoberfest2024 machine-learning neural-networks python

Last synced: 08 Oct 2025

https://github.com/bdwilliamson/vimpy

Perform inference on algorithm-agnostic variable importance in Python

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

Last synced: 14 Jan 2026

https://github.com/bhky/targetran

Python library for data augmentation in object detection or image classification model training

data-augmentation image-classification machine-learning object-detection pytorch tensorflow2

Last synced: 17 Mar 2025

https://github.com/jleinonen/cloudsat-gan

Reconstruction of Cloud Vertical Structure with a Generative Adversarial Network

atmospheric-science climate-science deep-learning generative-adversarial-network machine-learning

Last synced: 25 Mar 2025

https://github.com/allisterb/ClassifyBot

Automate building ML classification pipelines in .NET

data-engineering dotnet machine-learning

Last synced: 29 Sep 2025

https://github.com/lucko515/search-book-by-cover-server

This is the main repository for the Book Search project. This engine allows you to search database of books by simply uploading an image of a cover.

content-based-image-retrieval deep-learning end-to-end-machine-learning flask machine-learning tensorflow

Last synced: 14 Apr 2025

https://github.com/marian-nmt/sotastream

A library for data streaming and augmentation

data-augmentation data-streaming machine-learning pretraining

Last synced: 29 Jul 2025

https://github.com/muxamilian/poor-mans-vr

Watch videos in VR using only your front camera + tensorflow.js

computer-vision machine-learning virtual-reality

Last synced: 14 Apr 2025

https://github.com/BojarLab/CandyCrunch

Predicting glycan structure from LC-MS/MS data

bioinformatics glycans machine-learning mass-spectrometry python

Last synced: 28 Sep 2025

https://github.com/mhw32/rubric-sampling-public

PyTorch implementation for "Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference" (https://arxiv.org/abs/1809.01357).

deep-learning education machine-learning programming zero-shot-learning

Last synced: 14 Apr 2025

https://github.com/gaelfoppolo/coreml-flowers

Sample app that predicts the flower type on an image, using Core ML and the Oxford 102 category flower dataset.

coreml coreml-framework coremltools flowers ios machine-learning swift

Last synced: 11 Apr 2025

https://github.com/virtualscenery/greenscreenstream

Generate MediaStreams for Canvas & Video elements based on MediaStream and a background using pure shaders and / or machine-learning. Just using JavaScript/Typescript. Renders in browser

canvas greenscreen machine-learning mediastream mediastream-api shaders tensorflow usermedia webgl2 webrtc

Last synced: 07 Jul 2025

https://github.com/theeluwin/kata

Let's study.

machine-learning

Last synced: 17 Jan 2026

https://github.com/augus1999/bayesian-flow-network-for-chemistry

ChemBFN: Bayesian Flow Network Framework for Chemistry Tasks. Developed in Hiroshima University.

bayesian-flow-networks cheminformatics chemistry generative-model machine-learning molecular-modeling qsar qspr transformer

Last synced: 10 Apr 2025

https://github.com/rfeinman/learning-to-learn

Code for "Learning Inductive Biases with Simple Neural Networks" (Feinman & Lake, 2018).

cognitive-science inductive-biases learning-to-learn machine-learning neural-networks

Last synced: 20 Mar 2025

https://github.com/tushar2704/sql-portfolio

Collection of personal SQL projects and queries I've worked on, showcasing my skills and expertise in database management, data analysis, and data manipulation using SQL.

data data-analytics data-science dataanalysis datamanipulation machine-learning mysql postgresql sql streamlit-tushar2704 tushar2704

Last synced: 07 May 2025

https://github.com/PySloth/pysloth

A Python Package for Probabilistic Prediction

data-analysis data-science machine-learning python statistics

Last synced: 11 May 2025

https://github.com/getcontrol/kyc-tensorflow

Consume custom TensorFlow model to automate KYC

flask jupyter-notebook machine-learning python3 tensorflow tensorflow-examples

Last synced: 23 Apr 2025

https://github.com/BobLd/YOLOv3MLNet

Use the YOLO v3 (ONNX) model for object detection in C# using ML.Net

computer-vision csharp dotnet machine-learning ml ml-net neural-network object-detection onnx onnx-torch python yolo yolov3

Last synced: 20 Apr 2025

https://github.com/mainakrepositor/renal-disease-detection

Detects and Predicts possible malfunctioning of human kidney based on the test reports and percentages of the associated parameters using decision tree classifier

decision-tree machine-learning python3 renal-disease streamlit

Last synced: 25 Jun 2025

https://github.com/tomzx/machine-learning-concept-map

The Machine Learning Concept Map is my attempt at reconstructing all the internal knowledge I've acquired about machine learning over the years.

concept-map machine-learning

Last synced: 11 Jan 2026

https://github.com/miquelbeltran/deep-learning

Projects and lessons on Deep Learning and Machine Learning

deep-learning machine-learning udacity udacity-deep-learning

Last synced: 22 Apr 2025

Machine learning Awesome Lists
awesome-scalability 920 awesome-datascience 944 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 548 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-kubernetes 48 awesome-artificial-intelligence 90 awesome-aws 687 Awesome-Diffusion-Models 2,974 awesome-project-ideas 57 awesome-ml-for-cybersecurity 164 Awesome-Embedded 306 Awesome-CoreML-Models 60 awesome-multimodal-ml 480 awesome-machine-learning-on-source-code 264 awesome-self-supervised-learning 463 useful-java-links 807 Awesome-Prompt-Engineering 457 awesome-learning-resources 499 learn-ai-engineering 114 awesome-ai-tools 435 awesome-quant 142 awesome-mlops 314 Awesome-Geospatial 1,525 awesome-ai-ml-resources 130 awesome-opensource-ai 884 awesome-robotic-tooling 939 Awesome-Quant-Machine-Learning-Trading 125 awesome-quantum-machine-learning 267 awesome-python-data-science 382 awesome-ai-residency 91 awesome-TS-anomaly-detection 55 awesome-ml-courses 40 awesome-deep-learning-music 248 awesome-robotics-libraries 232 awesome-anomaly-detection 138 Computer-Science-Resources 51 awesome-tensor-compilers 165 awesome-decision-tree-papers 423 awesome-argo 406 awesome-chatgpt 169 awesome-streamlit 101 Awesome-Rust-MachineLearning 48 awesome_time_series_in_python 69 machine-learning-with-ruby 216 awesome-jax 218 awesome-ml4co 615
Machine learning Categories
Papers 11,053 Uncategorized 8,040 Books 4,096 fl in top-tier journal 3,255 Scalability 2,953 A01_文本生成_文本对话 2,387 **Literature and Codes** 2,279 Vision 2,030 Repos 1,865 Paper List 1,715 Table of Contents 1,715 fl in top ml conference and journal 1,564 Blog Posts 1,560 Year 2022 1,444 Publications-and-Preprints 1,179 Articles & Blogs 1,158 Computational Information Geometry 1,071 Attack 1,071 Research Papers 1,032 Videos 1,019