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/alstonlo/torch-influence

A simple PyTorch implementation of influence functions.

deep-learning influence-functions interpretability machine-learning

Last synced: 04 Oct 2025

https://github.com/evanatyourservice/kron_torch

An implementation of PSGD Kron second-order optimizer for PyTorch

machine-learning optimization pytorch second-order-optimization

Last synced: 05 May 2025

https://github.com/omimo/tfdroid

A simple demo for using Tensorflow models in Android apps

andriod android-apps deep-learning demo machine-learning tensorflow

Last synced: 09 Feb 2026

https://github.com/PlasmaControl/PyRCN

A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.

echo-state-network extreme-learning-machine machine-learning reservoir-computing scikit-learn

Last synced: 09 Jul 2025

https://github.com/blanyal/alpha-zero

AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.

alpha-zero alphago-zero alphazero connect-four connect4 deep-learning deepmind game machine-learning mcts othello reinforcement-learning resnet reversi self-play tensorflow tic-tac-toe tictactoe

Last synced: 07 Oct 2025

https://github.com/xamlbrewer/uwp-machinelearning-sample

Demonstrates how to use ML.NET to implement some Machine Learning use cases in UWP.

machine-learning ml-net oxyplot uwp

Last synced: 13 Apr 2025

https://github.com/xieliaing/data_science_industrial_practice

《数据科学工程实践》一书的Jupyter Notebook库,以及交流园地。

ab-testing datascience machine-learning sqlflow

Last synced: 14 May 2026

https://github.com/funkelab/gunpowder

A library to facilitate machine learning on multi-dimensional images.

computer-vision gunpowder machine-learning multidimensional pipeline

Last synced: 06 Apr 2026

https://github.com/viswanath-lab/RadQy

MRQy is a quality assurance and checking tool for quantitative assessment of magnetic resonance imaging (MRI) data.

imaging machine-learning medical-image-processing medical-imaging medical-physics mri python quality-assurance quality-control quality-metrics

Last synced: 03 May 2025

https://github.com/google-research/plur

PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. We provide scripts for downloading, processing, and loading the datasets. This is done by offering a unified API and data structures for all datasets.

deep-learning machine-learning program-synthesis research software-engineering

Last synced: 07 May 2025

https://github.com/startino/aitino

Aitino is a platform that allows for the creation of crews of AI Agents to help you automate tasks and solve complex problems.

ai aitino autogen automation crewai llm machine-learning metagpt multiagent-systems

Last synced: 01 Mar 2026

https://github.com/nrel/sup3r

The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.

climate-change climate-data deep-learning generative-adversarial-network machine-learning renewable-energy solar-energy tensorflow wind-energy

Last synced: 04 Apr 2025

https://github.com/khuyentran1401/machine-learning-pipeline

Example machine learning pipeline with MLflow and Hydra

data-science hydra machine-learning machine-learning-pipeline mlflow

Last synced: 13 Apr 2025

https://github.com/shawnxyang/face-robustness-benchmark

An adversarial robustness evaluation library on face recognition.

adversarial-attacks face-recognition machine-learning robustness

Last synced: 04 Jul 2025

https://github.com/nex3z/machine-learning-exercise

Python implementation of the programming assignment from Machine Learning class on Coursera, which is originally implemented in Matlab/Octave.

coursera-machine-learning machine-learning

Last synced: 04 Mar 2026

https://github.com/ctuavastlab/mill.jl

Build flexible hierarchical multi-instance learning models.

flux hierarchical-data json julia machine-learning multi-instance-learning

Last synced: 05 Apr 2025

https://github.com/xun-xh/yolov5-onnx-pyqt-exe

yolo模型使用cv2推理并使用qt5添加GUI后打包部署。pt模型转onnx模型;opencv.dnn完成推理;pyqt实现可视界面;打包为exe方便移植

deep-learning gui machine-learning nuitka onnx pyqt yolov5

Last synced: 21 Apr 2025

https://github.com/terrytangyuan/autoplotly

Automatic Generation of Interactive Visualizations for Statistical Results

data-visualization ggplot2 interactive-visualizations machine-learning plotly plotlyjs rstats statistics

Last synced: 20 Aug 2025

https://github.com/cjekel/tindetheus

Build personalized machine learning models for Tinder using Python

classification-model computer-vision database facenet facenet-models machine-learning machinelearning python tinder

Last synced: 20 Aug 2025

https://github.com/aspuru-guzik-group/olympus

Olympus: a benchmarking framework for noisy optimization and experiment planning

chemistry experimental-design machine-learning materials-science optimization

Last synced: 26 Sep 2025

https://github.com/pranavgupta2603/OpenAI-Assistants-Template

Build and deploy AI-driven assistants with our OpenAI Assistants Template. This tutorial provides a hands-on approach to using OpenAI's Assistant API, complete with code modules, interactive Jupyter Notebook examples, and best practices to get you started on creating intelligent conversational agents.

ai-assistant api-integration chatbot conversational-ai educational gpt gpt-3 gpt-4 jupyter-notebook machine-learning natural-language-processing openai openai-api python

Last synced: 11 Sep 2025

https://github.com/pragativerma18/mlh-quizzet

This is a smart Quiz Generator that generates a dynamic quiz from any uploaded text/PDF document using NLP. This can be used for self-analysis, question paper generation, and evaluation, thus reducing human effort.

css flask-application hackathon html html-css-javascript javascript jinja2 machine-learning mlh mlh-fellowship nlp nlp-machine-learning python question-answering question-generation question-generator quiz upload-file

Last synced: 13 Apr 2025

https://github.com/maxoodf/russian_news_corpus

Russian mass media stemmed texts corpus / Корпус лемматизированных (морфологически нормализованных) текстов российских СМИ

articles corpus machine-learning ml nlp nlp-machine-learning russian text word2vec

Last synced: 03 Aug 2025

https://github.com/rishit-dagli/greenathon-plant-ai

Identify Diseases in Plants☘️ with Machine Learning on the web using TFJS

green greentech machine-learning madewithtfjs react reactjs tensorflow tensorflow-js tensorflowjs tfjs webapp

Last synced: 16 Jun 2025

https://github.com/bytedance/CausalMatch

CausalMatch is a Bytedance research project aimed at integrating cutting-edge machine learning and econometrics methods to bring about automation in decision-making process.

causal-inference econometrics machine-learning

Last synced: 17 Sep 2025

https://github.com/jordandelbar/yolo-tonic

Webcam video stream with real-time YOLO object detection, built with Ort, Tonic and Axum.

axum machine-learning ort rust tonic video-processing yolov8

Last synced: 03 May 2026

https://github.com/delsner/flask-angular-data-science

Repository for a data science starter app using Flask, Angular and Docker. https://medium.com/@dvelsner/deploying-a-simple-machine-learning-model-in-a-modern-web-application-flask-angular-docker-a657db075280

angular data-science docker flask machine-learning python sklearn typescript

Last synced: 24 Jul 2025

https://github.com/yottalabsai/bloombee

Decentralized LLMs fine-tuning and inference with offloading

deep-learning distributed-systems llama machine-learning pipeline-parallelism pytorch tensor-parallelism

Last synced: 07 Apr 2025

https://github.com/neurodata/treeple

Scikit-learn compatible decision trees beyond those offered in scikit-learn

causal-inference causal-machine-learning cython decision-trees estimation machine-learning python random-forest scikit-learn

Last synced: 01 Apr 2026

https://github.com/humanmade/smart-media

Smart Media enhancements for WordPress

aws-rekognition machine-learning wordpress

Last synced: 30 Jun 2025

https://github.com/capeprivacy/tf-trusted

tf-trusted allows you to run TensorFlow models in secure enclaves

confidential-computing machine-learning secure-enclaves security sgx

Last synced: 20 Apr 2025

https://github.com/kitware/dive

Media annotation and analysis tools for web and desktop. Get started at https://viame.kitware.com

annotation computer-vision docker image-annotation machine-learning marine-biology object-detection video video-analytics video-annotation

Last synced: 05 Apr 2025

https://github.com/daya-jin/ml_for_learner

Implementations of the machine learning algorithm with Python and numpy

implementation machine-learning python3 sklearn

Last synced: 24 Oct 2025

https://github.com/tomtung/omikuji

An efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification

classification extreme-classification extreme-multi-label-classification machine-learning multi-label-classification rust supervised-learning

Last synced: 09 Apr 2025

https://github.com/r3gm/insightsolver-colab

InsightSolver: Colab notebooks for exploring and solving operational issues using deep learning, machine learning, and related models.

ai-ops aiops autogpt colab-notebook colorization computer-vision deep-learning llama-2 llama-cpp llm machine-learning object-detection stable-diffusion text-to-speech

Last synced: 12 Oct 2025

https://github.com/zuoxingdong/dm2gym

Convert DeepMind Control Suite to OpenAI gym environments.

dm-control machine-learning openai-gym reinforcement-learning research

Last synced: 13 Aug 2025

https://github.com/deepmodeling/deeptb

DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy.

dft hamiltonian machine-learning slater-koster tight-binding

Last synced: 24 Oct 2025

https://github.com/huggingface/optimum-graphcore

Blazing fast training of 🤗 Transformers on Graphcore IPUs

fine-tuning graphcore machine-learning pytorch training transformers

Last synced: 14 Oct 2025

https://github.com/comet-ml/issue-tracking

Questions, Help, and Issues for Comet ML

comet-ml keras machine-learning pytorch scikit-learn tenserflow

Last synced: 26 Oct 2025

https://github.com/mjkvaak/ImageDataAugmentor

Custom image data generator for TF Keras that supports the modern augmentation module albumentations

augmentation augmentations data-generation deep-learning image-augmentation image-classification machine-learning python tensorflow2

Last synced: 08 May 2025

https://github.com/acharroux/Movidius-On-MacOS

How to trick a Movidius sdk install so you can natively use the Movidius stick on your Macintosh

machine-learning macos movidius

Last synced: 13 Jul 2025

https://github.com/mgechev/angular-tfjs-demo

A demo application with TensorFlow.js bindings for Angular.

angular javascript machine-learning tensorflow-js typescript

Last synced: 30 Apr 2025

https://github.com/snehankekre/streamlit-shap

streamlit-shap provides a wrapper to display SHAP plots in Streamlit.

explainability interpretability machine-learning shap shapley streamlit streamlit-component

Last synced: 21 Aug 2025

https://github.com/khanhnamle1994/machine-learning

Programming Assignments and Lectures for Andrew Ng's "Machine Learning" Coursera course

artificial-intelligence machine-learning supervised-learning unsupervised-learning

Last synced: 11 Feb 2026

https://github.com/dangnh0611/kaggle_rsna_breast_cancer

1st place solution of RSNA Screening Mammography Breast Cancer Detection competition on Kaggle: https://www.kaggle.com/competitions/rsna-breast-cancer-detection

binary-classification breast-cancer class-imbalance convnext deep-learning kaggle machine-learning mamography rsna yolo

Last synced: 25 Apr 2025

https://github.com/gokumohandas/testing-ml

Learn how to create reliable ML systems by testing code, data and models.

great-expectations machine-learning mlops pytest testing

Last synced: 14 Jun 2025

https://github.com/vzhou842/rnn-from-scratch

A Recurrent Neural Network implemented from scratch (using only numpy) in Python.

guide machine-learning natural-language-processing neural-network python recurrent-neural-networks

Last synced: 27 Mar 2025

https://github.com/circa10a/blockerized-dockchain

Because all problems are solvable with containers and blockchains

ai blockchain cloud containers docker kubernetes machine-learning quantum-computing service-mesh

Last synced: 02 Oct 2025

https://github.com/miteshputhran/image-caption-generator

The LSTM model generates captions for the input images after extracting features from pre-trained VGG-16 model. (Computer Vision, NLP, Deep Learning, Python)

bleu-score caption-generator computer-vision flickr image-captioning jupyter-notebook lstm-model machine-learning natural-language-processing python

Last synced: 14 Apr 2025

https://github.com/adalkiran/distributed-inference

A project to demonstrate an approach to designing cross-language and distributed pipeline in deep learning/machine learning domain, using WebRTC and Redis Streams.

cross-language deep-learning distributed distributed-systems go golang machine-learning ml mlops onnx onnxruntime pion python redis redis-streams video-processing video-processing-pipeline webrtc yolo yolox

Last synced: 04 Apr 2026

https://github.com/charliegerard/dark-mode-clap-extension

Chrome extension to toggle dark mode on Netlify by clapping hands 👏

chrome-extension machine-learning tensorflowjs tfjs

Last synced: 14 Apr 2025

https://github.com/CN-TU/machine-learning-in-ebpf

This repository contains the code for the paper "A flow-based IDS using Machine Learning in eBPF", Contact: Maximilian Bachl

decision-trees ebpf linux machine-learning tree-based-methods

Last synced: 26 Mar 2025

https://github.com/logankilpatrick/deeplearningwithjulia

The Deep Learning with Julia book, using Flux.jl.

books deep-learning fluxml julia machine-learning

Last synced: 07 Mar 2026

https://github.com/yahoo/graphkit

A lightweight Python module for creating and running ordered graphs of computations.

computer-vision machine-learning python

Last synced: 13 Apr 2025

https://github.com/chatopera/text-dependency-parser

:surfer: 依存关系分析,NLP,自然语言处理

ai chatbot machine-learning natural-language-processing nlp

Last synced: 21 Jun 2025

https://github.com/salesforce/ml4ir

Machine Learning for Information Retrieval

information-retrieval machine-learning python scala

Last synced: 04 Apr 2025

https://github.com/yfzhang114/adanpc

This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.

domain-generalization machine-learning robustness test-time-adaptation

Last synced: 07 May 2025

https://github.com/SAP-archive/contextual-ai

Contextual AI adds explainability to different stages of machine learning pipelines - data, training, and inference - thereby addressing the trust gap between such ML systems and their users. It does not refer to a specific algorithm or ML method — instead, it takes a human-centric view and approach to AI.

explainability machine-learning report-generator

Last synced: 18 Jul 2025

https://github.com/fabioperez/skin-data-augmentation

Source code for the paper 'Data Augmentation for Skin Lesion Analysis' — 🏆 Best Paper Award at the ISIC Skin Image Analysis Workshop @ MICCAI 2018

computer-vision data-augmentation deep-learning machine-learning melanoma melanoma-classification pytorch skin-lesion-analysis

Last synced: 06 Apr 2025

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

Elixir bindings for 🤗 Tokenizers

elixir machine-learning rust text-processing

Last synced: 05 Apr 2025

https://github.com/girishp92/human-activity-recognition-using-recurrent-neural-nets-rnn-lstm-and-tensorflow-on-smartphones

This was my Master's project where i was involved using a dataset from Wireless Sensor Data Mining Lab (WISDM) to build a machine learning model to predict basic human activities using a smartphone accelerometer, Using Tensorflow framework, recurrent neural nets and multiple stacks of Long-short-term memory units(LSTM) for building a deep network. After the model was trained, it was saved and exported to an android application and the predictions were made using the model and the interface to speak out the results using text-to-speech API.

android-application androidstudio deep-learning hidden-units human-activities lstm-neural-networks machine-learning pickle proof-of-concept pycharm-ide python3 rnn-tensorflow scikit-learn smartphone-accelerometer

Last synced: 12 Apr 2025

https://github.com/archinetai/a-unet

A toolbox that provides hackable building blocks for generic 1D/2D/3D UNets, in PyTorch.

deep-learning machine-learning unet

Last synced: 30 Apr 2025

https://github.com/uc-r/uc-r.github.io

Main repository for R programming courses @ University of Cincinnati, courses and tutorials that focus on data wrangling, exploration, visualization, and analysis with R.

classroom data-science data-wrangling machine-learning r tutorial tutorial-code visualization

Last synced: 26 Mar 2025

https://github.com/reiinakano/invariant-risk-minimization

Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893

causality deep-learning invariant-risk-minimization machine-learning neural-network

Last synced: 30 Apr 2025

https://github.com/audeering/audtorch

Utils and data sets for audio and PyTorch

audio machine-learning torch

Last synced: 10 Jun 2025

https://github.com/cutright/DVH-Analytics

A DICOM Database Application for Radiation Oncology

bokeh dicom dicompyler machine-learning pydicom radiation-oncology wxpython-phoenix

Last synced: 23 Apr 2025

https://github.com/mitre-atlas/arsenal

CALDERA plugin for adversary emulation of AI-enabled systems

caldera-plugin cybersecurity machine-learning

Last synced: 04 Apr 2026

https://github.com/archsyscall/ConvNets-TensorFlow2

⛵️ Implementation a variety of popular Image Classification Models using TensorFlow2. [ResNet, GoogLeNet, VGG, Inception-v3, Inception-v4, MobileNet, MobileNet-v2, ShuffleNet, ShuffleNet-v2, etc...]

deep-learning googlenet inception-v3 inception-v4 machine-learning mobilenet mobilenet-v2 resnet shufflenet shufflenet-v2 tensorflow vgg

Last synced: 23 Jul 2025

https://github.com/hyperparticle/graph-nlu

Graph NLU is a natural language understanding tool that leverages the power of graph databases

ipython jupyter machine-learning natural-language neo4j nlp nlu research

Last synced: 09 Apr 2025