Data

Tools

Indexes

Applications

Experiments

Awesome

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/braun-steven/simple-einet

An implementation of EinsumNetworks in PyTorch.

deep-learning einsum machine-learning sum-product-networks

Last synced: 30 Apr 2025

https://github.com/akshaybabloo/spikes

A Spiking Neural Network encoder for time series data

machine-learning neural-networks spike-encoders spiking-neural-networks

Last synced: 15 Jun 2025

https://github.com/adamvvu/tsfracdiff

Efficient and easy to use fractional differentiation transformations for stationarizing time series data in Python.

data-science machine-learning python quantitative-finance

Last synced: 01 May 2025

https://github.com/priyamakeshwari/teachgpt

An AI Powered teacher that can help you learn your topics faster before exam

ai hacktoberfest hacktoberfest2023 llm machine-learning nlp python

Last synced: 29 Sep 2025

https://github.com/minzhang-1/PointHop

PointHop: An Explainable Machine Learning Method for Point Cloud Classification

3d-classification classification feedforward machine-learning point-cloud

Last synced: 20 Mar 2025

https://github.com/cuixuage/machine_learning

Deep Learning and Reinforcement Learning ε­¦δΉ θ΅„ζ–™

deep-learning machine-learning reinforcement-learning

Last synced: 02 May 2025

https://github.com/datarmada/minotor

Open source software for machine learning production monitoring : maintain control over production models, detect bias, explain your results.

data-monitoring explainable-ai machine-learning machine-learning-explainability machine-learning-library machine-learning-production monitoring monitoring-tool observability production-ai production-engineering

Last synced: 30 Oct 2025

https://github.com/ksdkamesh99/knn-visualiser

It is a best Visualiser for implementing K-Nearest Neighbours Algorithm with 3 different classes i.e A,B,C. It is developed using ml5.js and p5.js.

artificial-intelligence bootstrap4 javascript knn-classifier knn-visualiser machine-learning ml5js p5js

Last synced: 12 May 2025

https://github.com/ruedigervoigt/exoskeleton

A Python framework to build polite, but tenacious crawlers / scrapers with a MariaDB backend

crawler crawling-framework database machine-learning mariadb network python python-3 scraping

Last synced: 13 Apr 2025

https://github.com/mage-ai/machine_learning

The definitive end-to-end machine learning (ML lifecycle) guide and tutorial for data engineers.

artificial-intelligence data-engineering machine-learning

Last synced: 14 Jul 2025

https://github.com/xaheli/predicting-indian-stocks-price-with-stacked-lstm

Predicting Indian stock prices using Stacked LSTM model. Analysing Reliance, Tata Steel, HDFC Bank, Infosys data. Data prep, EDA, hyperparameter tuning.

activation-functions hidden-layers hyperparameter-optimization hyperparameter-tuning indian-stock-market lstm lstm-neural-networks machine-learning optimisation stock-price-prediction

Last synced: 12 Jul 2025

https://github.com/rubydamodar/loan-approval-prediction-

Loan approval prediction is a popular machine learning project, especially in the banking and finance industry. The goal of this project is to build a predictive model that can determine whether a loan application will be approved or not based on the applicant's information such as income, credit history, and loan amount.

ai-in-finance banking classification classification-internal credit-risk data-science exploratory-data-analysis feature-engineering financial-analytics loan-approval machine-learning matplotlib pandas predictive-modeling python scikit-learn seaborn visualization

Last synced: 17 Jul 2025

https://github.com/borchero/pyblaze

Large-Scale Machine and Deep Learning in PyTorch.

deep-learning machine-learning pytorch

Last synced: 01 May 2025

https://github.com/dennishnf/unsupervised-anomaly-detection

This repository describes the implementation of an unsupervised anomaly detector using the Anomalib library.

anomaly-detection artificial-intelligence computer-vision deep-learning machine-learning neural-networks object-detection python torch

Last synced: 14 Jul 2025

https://github.com/earth-artificial-intelligence/earth_ai_book_materials

The repo contains the source code, notebooks, and technical resources that assist students to read the book Artificial Intelligence in Earth Science.

data-science earth-science machine-learning python

Last synced: 08 May 2025

https://github.com/neonwatty/control-notes

Notes on topics ranging from Recurrent Newtorks to Automatic Control and Reinforcement Learning

automatic-control deep-learning dynamic-programming dynamic-systems jupyter-notebook machine-learning python recurrent-neural-networks reinforcement-learning

Last synced: 18 Mar 2025

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

A Physics-Informed Neural Network for solving Burgers' equation.

burgers-equation deep-learning machine-learning neural-network physics-informed-neural-networks

Last synced: 08 Jun 2026

https://github.com/h2oai/h2o-kubernetes

H2O Open Source Kubernetes operator and a command-line tool to ease deployment (and undeployment) of H2O open-source machine learning platform H2O-3 to Kubernetes.

ai artificial-intelligence cluster h2o h2o-kubernetes kubernetes kubernetes-cluster kubernetes-deployment machine-learning rust

Last synced: 07 Apr 2025

https://github.com/aqibsaeed/occupancy-detection

Occupancy detection of an office room from light, temperature, humidity and CO2 measurements

machine-learning occupancy-detection time-series tpot

Last synced: 07 May 2025

https://github.com/getspams/spams-python

Python interface for SPAMS (SPArse Modeling Software)

machine-learning optimization python

Last synced: 16 Jan 2026

https://github.com/abdullahselek/koolsla

Food recommendation tool with Machine learning.

cosine-similarity machine-learning pypi-packages python-2 python-3 tf-idf

Last synced: 09 Apr 2025

https://github.com/orehga/babewatch

Laravel Application using Machine Learning to ensure a πŸ‘ΆπŸΎ is secure

laravel machine-learning php

Last synced: 15 Jul 2025

https://github.com/pyriemann/pyriemann-qiskit

A library for machine learning and quantum programming based on pyRiemann and Qiskit projects

covariance-matrix machine-learning python qiskit quantum-computing riemannian-geometry

Last synced: 10 Mar 2026

https://github.com/bridgerust/bridgerust

High-performance infrastructure libraries built in Rust, with seamless bindings for Python, Node.js, and WebAssembly.

ai ai-agent bindings chromadb embeddings lancedb machine-learning napi-rs nodejs orm pinecode pyo3 python qdrant rag rust rust-bindings semantic-search vector-database weaviate

Last synced: 01 Mar 2026

https://github.com/pb2204/medical-insurance-cost-prediction

This Medical Insurance Cost Prediction AI Model Will Predict The Cost Of Any Medical Insurance With Around 84.26 % Accuracy...

ai artificial-intelligence hacktoberfest hacktoberfest-accepted jupyter-notebook machine-learning python streamlit streamlit-webapp

Last synced: 15 Apr 2025

https://github.com/lightonai/opu-benchmarks

ML benchmarks performance featuring LightOn's Optical Processing Unit (OPU) vs CPU and GPU.

hardware-acceleration machine-learning photonic-computing

Last synced: 26 Aug 2025

https://github.com/federicohyo/lstm-ecg

Real Time Electrocardiogram Annotation with a Long Short Term Memory Neural Network

ecg lstm-ecg lstm-neural-networks machine-learning recurrent-neural-network

Last synced: 14 Aug 2025

https://github.com/jh-jeong/smoothmix

Code for the paper "SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness" (NeurIPS 2021)

adversarial-defense deep-learning machine-learning neurips-2021 paper randomized-smoothing robustness

Last synced: 15 Aug 2025

https://github.com/sbl-sdsc/mmtf-spark

Methods for the parallel and distributed analysis and mining of the Protein Data Bank using MMTF and Apache Spark.

apache-spark big-data machine-learning protein-data-bank protein-ligand-interactions protein-protein-interaction protein-sequences protein-structure scientific-computing

Last synced: 12 Apr 2025

https://github.com/szilard/gbm-tune

Tuning GBMs (hyperparameter tuning) and impact on out-of-sample predictions

gbm gradient-boosting-machine hyperparameter-optimization machine-learning overfitting

Last synced: 06 Mar 2025

https://github.com/borgwardtlab/wtk

A Wasserstein Subsequence Kernel for Time Series.

data-mining machine-learning optimal-transport time-series-classification

Last synced: 11 Jul 2025

https://github.com/iterative/example-repos-dev

Source code and generator scripts for example DVC projects

bash dvc example machine-learning open-source

Last synced: 10 Mar 2026

https://github.com/morphl-ai/morphl-model-user-search-intent

Google Cloud Storage connector, pre-processor and model for predicting user search intent based on keywords

ingestion-pipeline machine-learning morphl-platform nlp-machine-learning predict preprocessor pyspark

Last synced: 03 May 2025

https://github.com/engineeringsoftware/roosterize

Tool for suggesting lemma names in Coq verification projects

coq deep-learning machine-learning mathcomp name-generation neural-networks pytorch serapi

Last synced: 21 Feb 2026

https://github.com/lfoppiano/grobid-superconductors

Grobid module for superconductor material and properties extraction

crf grobid machine-learning physics superconductors

Last synced: 18 Jan 2026

https://github.com/etsi-ai/etsi-watchdog

Real-time data drift detection and monitoring for machine learning pipelines.

drift-detection machine-learning python

Last synced: 10 Oct 2025

https://github.com/eth-sri/dp-sniper

A machine-learning-based tool for discovering differential privacy violations in black-box algorithms.

differential-privacy machine-learning

Last synced: 06 Oct 2025

https://github.com/scienxlab/redflag

Safety net for machine learning pipelines. Plays nice with sklearn and pandas.

data-quality data-quality-checks data-science machine-learning numpy pandas python

Last synced: 06 Oct 2025

https://github.com/pyRiemann/pyRiemann-qiskit

A library for machine learning and quantum programming based on pyRiemann and Qiskit projects

covariance-matrix machine-learning python qiskit quantum-computing riemannian-geometry

Last synced: 09 May 2025

https://github.com/unixpickle/char-rnn

Generate text with recurrent neural nets

lstm machine-learning

Last synced: 02 May 2025

https://github.com/decisionfacts/semantic-ai

An open source framework for Retrieval-Augmented System (RAG) uses semantic search helps to retrieve the expected results and generate human readable conversational response with the help of LLM (Large Language Model).

approximate-nearest-neighbor-search deep-neural-networks document-parser docx fastapi inference-api llama2 llm machine-learning ocr openai openai-api pdf rag retrieval-augmented-generation semantic-search vector-database

Last synced: 17 Mar 2026

https://github.com/joisino/gnnrecover

Code for "Graph Neural Networks can Recover the Hidden Features Solely from the Graph Structure" (ICML 2023)

deep-learning embeddings gnn graph-neural-networks machine-learning node-embeddings pytorch

Last synced: 11 Jul 2025

https://github.com/aayank13/ml4e

ML4E - Learn and master machine learning effortlessly with a comprehensive platform designed for collaboration and growth.

community machine-learning swoc swoc2025 website

Last synced: 12 May 2025

https://github.com/sametcopur/obliquetree

obliquetree is an advanced decision tree implementation featuring oblique and axis-aligned splits, optimized performance.

decision-tree explainable-ai machine-learning oblique-decision-tree

Last synced: 31 Oct 2025

https://github.com/zht007/tensorflow-2.x-vs-pytorch-comparison-tutorials

Tensorflow 2.x ε’Œ PyTorch ε―Ήζ―”ε­¦δΉ ζ•™η¨‹γ€‚ε°ε­©ζ‰εšι€‰ζ‹©οΌŒζˆεΉ΄δΊΊε…¨ιƒ½θ¦γ€‚

deep-learning machine-learning neural-network pytorch tensorflow

Last synced: 10 Jul 2025

https://github.com/uber-research/vargp

Variational Auto-Regressive Gaussian Processes for Continual Learning

continual-learning gaussian-processes machine-learning

Last synced: 11 Apr 2025

https://github.com/achillesrasquinha/digdet

A realtime digit OCR on the browser using Machine Learning

deep-learning keras machine-learning mnist neural-networks ocr

Last synced: 06 May 2025

https://github.com/unitn-sml/pyconstruct

Python library for declarative, constrained, structured-output prediction.

constraint-programming jinja2 machine-learning minizinc structured-prediction

Last synced: 08 May 2025

https://github.com/PapayaResearch/ctag

Creative Text-to-Audio Generation via Synthesizer Programming @ ICML'24

generative-ai jax machine-learning synthesizer text-to-audio

Last synced: 07 May 2025

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/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/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/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/blakejakopovic/nostr-spam-detection

An experiment in building a machine learning model to label Nostr spam content for filtering and relay rejection.

machine-learning nostr proof-of-concept spam-detection spam-filtering

Last synced: 18 Jan 2026

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/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/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/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/li-plus/rouge-metric

A Python wrapper of the official ROUGE-1.5.5.pl script and a re-implementation of full ROUGE metrics.

machine-learning nlp pypi python rouge rouge-metric summarization

Last synced: 06 Apr 2025

https://github.com/danielfrg/demucs-app

Use DEMUCS to split songs into multiple sources

demucs docker js machine-learning music react

Last synced: 17 Mar 2025

https://github.com/52fhy/deep-learning-platforms

deep-learning platforms,framework,dataοΌˆζ·±εΊ¦ε­¦δΉ εΉ³ε°γ€ζ‘†ζžΆγ€θ΅„ζ–™οΌ‰

brainstorm caffe chainer deep-learning di-x machine-learning neural-network paddlepaddle tensorflow torch

Last synced: 01 May 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/hoya012/fast-style-transfer-tutorial-pytorch

Simple Tutorials & Code Implementation of fast-style-transfer(Perceptual Losses for Real-Time Style Transfer and Super-Resolution, 2016 ECCV) using PyTorch.

deep-learning deep-style-transfer fast-style-transfer machine-learning pytorch pytorch-tutorial style-transfer

Last synced: 02 Jul 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/kotlinnlp/neuralparser

NeuralParser is a very simple to use dependency parser, based on the Latent Syntactic Structure encoding.

dependency-parser kotlinnlp machine-learning natural-language-processing

Last synced: 14 Jan 2026

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/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/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/PySloth/pysloth

A Python Package for Probabilistic Prediction

data-analysis data-science machine-learning python statistics

Last synced: 11 May 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

Machine learning Awesome Lists
awesome-scalability 920 awesome-datascience 950 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 549 awesome-nlp 685 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 459 awesome-learning-resources 499 learn-ai-engineering 114 awesome-ai-tools 435 awesome-quant 145 awesome-mlops 314 Awesome-Geospatial 1,546 awesome-ai-ml-resources 130 awesome-opensource-ai 926 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-ml4co 615 awesome-jax 218
Machine learning Categories
Papers 11,258 Uncategorized 8,055 Books 4,146 fl in top-tier journal 3,256 Scalability 2,960 A01_ζ–‡ζœ¬η”Ÿζˆ_ζ–‡ζœ¬ε―Ήθ― 2,414 **Literature and Codes** 2,278 Vision 2,031 Repos 1,875 Paper List 1,811 Table of Contents 1,757 fl in top ml conference and journal 1,564 Blog Posts 1,560 Year 2022 1,438 Publications-and-Preprints 1,170 Articles & Blogs 1,159 Computational Information Geometry 1,071 Attack 1,071 Research Papers 1,047 Videos 1,009