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/chandlerbang/pytorch-gnn-meta-attack

Pytorch implementation of gnn meta attack (mettack). Paper title: Adversarial Attacks on Graph Neural Networks via Meta Learning.

adversarial-attacks deep-learning graph-mining graph-neural-networks machine-learning pytorch

Last synced: 08 Apr 2025

https://github.com/openvax/pepnet

Neural networks for amino acid sequences

biological-data-analysis machine-learning neural-networks protein-sequences

Last synced: 27 Dec 2025

https://github.com/sukanyabag/covid19-detection-using-x-rays-webapp

In this repo, you will see how to automatically detect COVID-19 in a hand-created X-ray image dataset using Keras, TensorFlow, and Deep Learning.

convolutional-neural-networks covid-19 deep-learning flask-application kaggle-dataset keras-tensorflow machine-learning

Last synced: 24 Apr 2025

https://github.com/elysian01/impulse-lifesaviour

Flask based web app with five machine learning models on the 10 most common disease prediction, covid19 prediction, breast cancer, chronic kidney disease and heart disease predictions with their symptoms as inputs or medical report (pdf format) as input.

breast-cancer chronic-kidney-disease covid-19 disease-prediction flask-application heart-disease machine-learning medical-diagnostics prediction

Last synced: 15 Nov 2025

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/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/getspams/spams-python

Python interface for SPAMS (SPArse Modeling Software)

machine-learning optimization python

Last synced: 16 Jan 2026

https://github.com/orehga/babewatch

Laravel Application using Machine Learning to ensure a 👶🏾 is secure

laravel machine-learning php

Last synced: 15 Jul 2025

https://github.com/thomas-bouvier/music-genre-recognition

Musical genre recognition using a CNN

cnn machine-learning music-classification

Last synced: 14 Aug 2025

https://github.com/levnikmyskin/that_metric_timeline

That Metric Timeline (TMT) is a Python library aimed at the machine/deep learning practitioner/researcher. It helps tracking experiments, saving code, metrics and results

deep-learning machine-learning python utility-library

Last synced: 14 Jan 2026

https://github.com/amanpriyanshu/fedpaq-mnist-implemenation

An implementation of FedPAQ using different experimental parameters. We will be looking at different variations of how, r(number of clients to be selected), t (local epochs) and s (Quantizer levels))

deep-learning edge-computing federated-learning machine-learning periodic-averaging quantization

Last synced: 06 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/fangwei123456/pixelunshuffle-pytorch

PixelUnshuffle, inverse operation of PixelShuffle

computer-vision machine-learning pytorch super-resolution

Last synced: 14 Apr 2025

https://github.com/beiyuouo/fedhf

🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.

distributed-machine-learning federated-learning federated-learning-framework fedhf machine-learning python

Last synced: 19 Apr 2025

https://github.com/firefly-cpp/sport-activities-features

A minimalistic toolbox for extracting features from sports activity files written in Python

data-mining machine-learning sport-analytics tcx-parser

Last synced: 14 Feb 2026

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/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/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/fabioba/mlops-architecture

This is an overview of a MLOps architecture that includes both Airflow and MLflow running on separate Docker containers.

airflow docker docker-compose machine-learning mlflow mlops python workflow

Last synced: 08 Sep 2025

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/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/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/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/hassaku/ds-and-ml-with-screen-reader

Data science and machine learning resources for screen reader users

colaboratory data-science machine-learning python screen-reader visually-impaired

Last synced: 01 Nov 2025

https://github.com/code2k13/rpipico_digit_classification

Identification of handwritten digit from images taken by a  OV7670 camera module connected to a Raspberry Pi Pico and a 120x160 TFT LCD display. The Pi Pico running CircuitPython handles everything from image acquisition to post-processing and inference. This code is somewhat experimental, but it is fun to play with. For more information, please visit the project's webpage.

artificial-intelligence camera circuitpython edge-computing edge-machine-learning image-recognition machine-learning ov7670 python raspberry-pi-pico rp2040 scikitlearn-machine-learning st7735r tft-display

Last synced: 29 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/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/parvvaresh/snappfood

sentiment analysis on Snapp!food users' comments using classical machine learning models and LSTM mdoels

css deeplearning docker flask html lstm machine-learning ml natural-language-processing nlp

Last synced: 23 Jun 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/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/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/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/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/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/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/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/dermatologist/kedro-multimodal

Template for multi-modal machine learning in healthcare using Kedro. Combine reports, tabular data and images using various fusion methods.

healthcare jupyter kedro kubeflow machine-learning medical multi-modal pipeline vertex-ai

Last synced: 12 May 2025

https://github.com/ai-infra-curriculum/ai-infra-performance-learning

AI Infrastructure Performance Engineer Learning Track - GPU optimization, inference optimization, and cost reduction

advanced ai-infrastructure cost-optimization curriculum gpu-optimization inference learning machine-learning performance profiling tensorrt

Last synced: 10 Jun 2026

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/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/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/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/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/fabio-sim/docshadow-onnx-tensorrt

ONNX-compatible DocShadow: High-Resolution Document Shadow Removal. Supports TensorRT 🚀

coreml deep-learning docshadow document-shadow-removal machine-learning onnx onnxruntime pytorch shadow-removal tensorrt

Last synced: 07 May 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/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/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/nasa/concept-tagging-api

Contains code for the API that takes in text and predicts concepts & keywords from a list of standardized NASA keywords. API is for exposing models created with the repository `concept-tagging-training`.

api concept-tag flask-application machine-learning nasa nasa-api nlp nlp-machine-learning usg-artificial-intelligence

Last synced: 26 Jan 2026

https://github.com/mainakrepositor/brain-stroke-detection

Detects Brain Stroke using machine learning models with the highest optimal probability

data-science deployment-automation gui-application machine-learning streamlit-webapp

Last synced: 02 May 2025

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/knorth55/chainer-sort

Simple, Online, Realtime Tracking of Multiple Objects (SORT) implementation for Chainer and ChainerCV.

chainer chainercv computer-vision deep-learning machine-learning object-tracking python

Last synced: 15 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/smarie/python-m5p

An implementation of M5 and model trees in python, compliant with scikit-learn.

m5 machine-learning model prime regression scikit-learn tree

Last synced: 26 Oct 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/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/52fhy/deep-learning-platforms

deep-learning platforms,framework,data(深度学习平台、框架、资料)

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

Last synced: 01 May 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/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/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/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/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/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/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/PySloth/pysloth

A Python Package for Probabilistic Prediction

data-analysis data-science machine-learning python statistics

Last synced: 11 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/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/sunsided/mnist-matlab

MNIST Database of Handwritten Digits for MATLAB

database dataset handwritten-digits machine-learning matlab mnist-dataset

Last synced: 18 Mar 2025

https://github.com/bminixhofer/gerpt2

German small and large versions of GPT2.

common-crawl german gpt2 language-model machine-learning nlp

Last synced: 21 Mar 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