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/thedayisntgray/forcastingthefuture

Materials related to my talk on using machine learning in Ruby

jupyter-notebook linear-regression machine-learning rubyml

Last synced: 13 Apr 2025

https://github.com/dymaxionlabs/ap-latam

Detection of slums and informal settlements from satellite imagery

keras machine-learning remote-sensing tensorflow

Last synced: 08 May 2025

https://github.com/bhklab/med-imagetools

Transparent and reproducible medical image processing pipelines in Python.

deep-learning dicom machine-learning medical nifti nrrd python pytorch torch

Last synced: 06 Apr 2025

https://github.com/bloc97/fssgi

Exploratory Project on Fast Screen Space Global Illumination

computer-graphics convolutional-neural-networks global-illumination machine-learning rendering-algorithms

Last synced: 22 Mar 2025

https://github.com/sshuair/dl-docker-geospatial

Deep learning docker files and docker images for geospatial anaysis.

deep-learning docker geo machine-learning satellite

Last synced: 07 Apr 2026

https://github.com/kevinliao159/quora

Kaggle: Quora Insincere Questions Classification - detect toxic content to improve online conversations

deep-learning kaggle machine-learning natural-language-processing neural-networks toxic-comment-classification

Last synced: 07 Mar 2026

https://github.com/romanlutz/nflplayprediction

Based on NFL game data, we want to predict the success of a play. This can be used to insert different strategies before the play is called to determine the success probability.

football machine-learning national-football-league nfl prediction sports-science sportsanalytics

Last synced: 09 Mar 2026

https://github.com/lambdaclass/buzzconf

A conference by devs for devs. Functional Programming, Distributed Systems, Big Data and Machine Learning Conference in Buenos Aires, Argentina

argentina buenos-aires conference machine-learning workshop

Last synced: 03 Jan 2026

https://github.com/tofull/faas_facebox

OpenFaaS anonymize function. Use MachineBox service.

docker face-detection machine-learning machinebox openfaas serverless

Last synced: 24 Oct 2025

https://github.com/hical/HiCAL

HiCAL is a system for efficient high-recall retrieval with an adaptable assessing interface.

active-learning cal document-assessment high-recall information-retrieval machine-learning search-engine test-collection

Last synced: 29 Apr 2025

https://github.com/shared-recruiting-co/shared-recruiting-co

SRC (Shared Recruiting Co.) is an open-source, candidate-centric recruiting platform

gcp go machine-learning ml recruiting supabase sveltekit

Last synced: 06 Oct 2025

https://github.com/ctuning/ck-crowdtuning

Collective Knowledge crowd-tuning extension to let users crowdsource their experiments (using portable Collective Knowledge workflows) such as performance benchmarking, auto tuning and machine learning across diverse platforms with Linux, Windows, MacOS and Android provided by volunteers. Demo of DNN crowd-benchmarking and crowd-tuning:

auto-tuning collaboration collective-intelligence collective-knowledge crowd-benchmarking crowd-tuning crowdsource-experiments iot knowledge-sharing machine-learning mobile-devices mobile-phones open-repository optimization

Last synced: 22 Jan 2026

https://github.com/millengustavo/ml-books

My notes on some books I read on Machine Learning

book ipynb machine-learning python

Last synced: 07 Oct 2025

https://github.com/aligusnet/mltool

Machine Learning Toolbox

haskell machine-learning neural-network

Last synced: 05 Oct 2025

https://github.com/mzguntalan/zephyr

Zephyr is a declarative neural network library on top of JAX allowing for easy and fast neural network designing, creation, and manipulation

deep-learning deep-neural-networks jax machine-learning neural-network

Last synced: 09 May 2025

https://github.com/biobakery/melonnpan

Model-based Genomically Informed High-dimensional Predictor of Microbial Community Metabolic Profiles

biobakery bioconductor machine-learning metabolite-compounds metabolite-prediction metabolomics metagenomics microbial-communities microbiome multi-omics public tools

Last synced: 30 Oct 2025

https://github.com/open-spaced-repetition/fsrs-browser

FSRS for the browser, including Optimizer and Scheduler

fsrs machine-learning rust spaced-repetition-algorithm wasm

Last synced: 14 Jun 2025

https://github.com/rainmaker712/nlp_ryan

Study for Natural Language Processing & Deep Learning Framework

chatbot deep-learning machine-comprehension machine-learning nlp python pytorch scala spark tensorflow

Last synced: 05 May 2025

https://github.com/aaryanporwal/uprighthelper

To have a proper posture🪑, you need to stay upright while sitting. This website uses machine learning model to learn patterns 👣 in your posture and helps your back by keeping you in a proper posture.

hacktoberfest healthcare machine-learning ml posture-recognition

Last synced: 27 Dec 2025

https://github.com/rickiepark/ml-powered-applications

<머신러닝 파워드 애플리케이션>의 코드 저장소입니다. 원서 깃허브는 https://github.com/hundredblocks/ml-powered-applications 입니다.

deep-learning machine-learning

Last synced: 10 Apr 2025

https://github.com/lightbend/kubeflow-recommender

Kubeflow example of machine learning/model serving

kubeflow machine-learning model-serving

Last synced: 02 May 2025

https://github.com/ColeLab/ActflowToolbox

The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network simulations and machine learning prediction. Helps determine how connections contribute to specific brain functions.

activity-flow brain-connectivity brainweb fmri machine-learning neural-networks neuroimaging simulations

Last synced: 01 May 2025

https://github.com/prakharrathi25/text-analytics-tool

This is an application that automates the process of text analysis with a user-friendly GUI. 📱 It has been implemented using Python and deployed with the Streamlit package.

hacktoberfest machine-learning natural-language-processing nlp python sentiment-analysis streamlit-webapp text-analysis text-classification

Last synced: 07 May 2025

https://github.com/omarsar/clinical_nlp_elastic

Clinical NLP Analysis with Elasticsearch and Kibana

elastic elasticsearch kibana linguistics machine-learning mental-health nlp

Last synced: 22 Mar 2025

https://github.com/lusinlu/bias-loss-skipblocknet

[ICCV 2021]Code for the the bias loss and evaluation of SkipblockNet model on ImageNet validation set

deep-learning loss-functions machine-learning mobile-networks mobilenet objective-functions pytorch pytorch-implementation

Last synced: 14 Apr 2025

https://github.com/bio-ontology-research-group/opa2vec

Turning Ontologies Plus Annotation Properties into Vectors

artificial-intelligence biomedical-data-science machine-learning ontology

Last synced: 25 Jan 2026

https://github.com/shirosaidev/airbnbbot

Airbnb Messaging Bot (TOBOT) - AI assistant for Airbnb Hosts

ai airbnb auto-responser bot chat-bot chatbot machine-learning messaging nltk python sklearn

Last synced: 14 Apr 2025

https://github.com/guitarml/princepedal

Prince of Tone style guitar plugin made with neural networks

audio-processing guitar guitarml juce machine-learning neural-networks

Last synced: 18 Feb 2026

https://github.com/cloud-cv/vilbert-multi-task

:eyes: :speaking_head: :memo:12-in-1: Multi-Task Vision and Language Representation Learning Web Demo

channels cnn deep-learning javascript machine-learning postgresql python3 rabbitmq redis visual-question-answering web-sockets

Last synced: 07 May 2025

https://github.com/n3pdf/vegasflow

VegasFlow: accelerating Monte Carlo simulation across multiple hardware platforms

efficiency gpu-acceleration machine-learning monte-carlo monte-carlo-integration tensorflow

Last synced: 09 Apr 2025

https://github.com/mlsanigeria/ai-hacktober-mlsa

Contributing to cutting-edge open-source projects in Machine Learning hosted by MLSA Nigeria

artificial-intelligence data-science hacktoberfest machine-learning microsoft-azure mlsa open-source python

Last synced: 11 Jun 2025

https://github.com/appcoda/coremlstyletransfer

A simple demo for Core ML and Style Transfer

coreml machine-learning swift4 xcode xcode9

Last synced: 13 Apr 2025

https://github.com/unixpickle/anynet

Framework for artificial neural networks

deep-learning machine-learning

Last synced: 02 May 2025

https://github.com/codingforentrepreneurs/python-for-text-classification

Python for Text Classification with Machine Learning in Python 3.6.

machine-learning python python3 text-classification tutorial

Last synced: 18 Jan 2026

https://github.com/vincentauriau/tennis-prediction

Predicts the winner of a tennis match with machine learning

atp data data-science machine-learning tennis

Last synced: 22 Apr 2025

https://github.com/hyperparticle/lemmatag

A neural network that jointly part-of-speech tags and lemmatizes sentences, boosting accuracy for morphologically-rich languages (Czech, Arabic, etc.)

deep-learning lemmatization machine-learning natural-language-processing neural-network nlp pos-tagging tensorflow

Last synced: 11 Apr 2025

https://github.com/HHChaos/Drawing-Studio

A creative app with intelligence. It was given 1st place for Best User Experience in 2019 Microsoft 365 app awards.

awards drawing-studio machine-learning uwp

Last synced: 14 Mar 2025

https://github.com/sparks-baird/xtal2png

Encode/decode a crystal structure to/from a grayscale PNG image for direct use with image-based machine learning models such as Palette.

crystallography image-processing machine-learning materials-informatics materials-science python

Last synced: 23 Aug 2025

https://github.com/matpoliquin/stable-retro-scripts

Train models on retro games. AI vs AI contest. Pytorch C++ plugin for RetroArch that let you override player input with models

machine-learning pytorch reinforcement-learning retrogaming videogames

Last synced: 06 Oct 2025

https://github.com/fschlatt/clubs_gym

Open AI gym poker environment built using the clubs package

machine-learning poker python reinforcement-learning

Last synced: 14 Jan 2026

https://github.com/sayazhang/predict-flight-delay

携程大数据比赛-预测航班是否延误:涵盖源代码,以及过程记录

flight machine-learning predict

Last synced: 13 Oct 2025

https://github.com/fmyblack/textClassify

此文本分类项目主要面向机器学习初学者和文本分类效果测试者,项目内部含有朴素贝叶斯,余弦定理,逻辑回归多种分类算法以及mm,rmm分词器,同时从某新闻站点爬取了多个分类共6000多篇文章,以及一个中文词典。项目方便自由拓展各种分类器和分词器,并通过组装测试分类效果。

machine-learning

Last synced: 27 Mar 2025

https://github.com/rubixml/iris

The original lightweight introduction to machine learning in Rubix ML using the famous Iris dataset and the K Nearest Neighbors classifier.

classification cross-validation data-science example-project introduction-to-machine-learning iris-dataset k-nearest-neighbors knn machine-learning machine-learning-tutorial nearest-neighbors php php-machine-learning php-ml rubix-ml tutorial

Last synced: 26 Jun 2025

https://github.com/kjaisingh/forecasting-march-madness

A Machine Learning project to predict the results of the NCAA Men's March Madness Basketball tournament.

artificial-intelligence basketball deep-learning machine-learning march-madness neural-network

Last synced: 14 Sep 2025

https://github.com/microsoft/responsible-ai-toolbox-privacy

A library for statistically estimating the privacy of ML pipelines from membership inference attacks

machine-learning privacy-preserving-machine-learning

Last synced: 16 Oct 2025

https://github.com/carefree0910/carefree-ml

carefree-ml implemented Machine Learning algorithms with numpy, mainly for educational use

machine-learning numpy

Last synced: 30 Apr 2025

https://github.com/trainingbypackt/big-data-analysis-with-python

Combine Spark and Python to process large datasets and unlock the power of parallel computing and machine learning

combine-spark dataset machine-learning python spark

Last synced: 10 Apr 2025

https://github.com/lorentzenchr/model-diagnostics

Tools for diagnostics and assessment of (machine learning) models

bias-detection calibration machine-learning performance-metrics python

Last synced: 09 Apr 2025

https://github.com/shritesh99/100daysofmlcodechallenge

A repository dedicated to the #100DaysofMLCode Challenge.

100-days-of-ml-code 100daysofmlcode deep-learning machine-learning ml

Last synced: 30 Apr 2025

https://github.com/deephealthproject/eddl

European Distributed Deep Learning (EDDL) library. A general-purpose library initially developed to cover deep learning needs in healthcare use cases within the DeepHealth project.

autograd cpp deep-learning gpu machine-learning neural-network tensor

Last synced: 18 Jan 2026

https://github.com/gugarosa/opfython

🌳 A Python-inspired implementation of the Optimum-Path Forest classifier.

classifier libopf machine-learning opf python

Last synced: 13 Apr 2025

https://github.com/intel/npu-nn-cost-model

Library for modelling performance costs of different Neural Network workloads on NPU devices

cost-model intel machine-learning vpu

Last synced: 02 Apr 2026

https://github.com/rish-16/network-optimisation

Neural Network Hyper-parameter Tuning with Genetic Algorithms 🤖 🧬

genetic-algorithm machine-learning network-optimization

Last synced: 26 Jun 2025

https://github.com/alakise/audio-spectrogram

Generating sound spectrograms using short-time Fourier transform that can be used for purposes such as sound classification by machine learning algorithms.

audio-processing machine-learning matplotlib numpy python python3 scipy

Last synced: 14 Apr 2025

https://github.com/compvis/unsupervised-part-segmentation

Code for GCPR 2020 Oral : "Unsupervised Part Discovery by Unsupervised Disentanglement"

birds computer-vision cub gcpr humans image-segmentation machine-learning paper pytorch tensorflow unsupervised

Last synced: 07 Mar 2026

https://github.com/cmccomb/rust-automl

Automated Machine Learning in Rust 🦀

automl machine-learning ml rust rust-crate smartcore

Last synced: 07 Apr 2025

https://github.com/avinashshenoy97/RusticSOM

Rust library for Self Organising Maps (SOM).

crates machine-learning ml rust rust-library self-organizing-map som

Last synced: 19 Mar 2025

https://github.com/IMSoley/cs-study-plan

📚👨‍🎓 Resources I'm using everyday to develop my skills to become a self-taught good programmer ...

artificial-intelligence computer-science data-science data-structures-and-algorithms higher-education machine-learning web-development

Last synced: 08 Jul 2025

https://github.com/rayato159/rust-llm-rag

To implement LLM as a services.

ai llm machine-learning ollama qdrant rag rust socket-io

Last synced: 19 Jun 2025

https://github.com/mlverse/cuda.ml

R interface for cuML

gpu machine-learning r

Last synced: 10 Apr 2025

https://github.com/deepakkumar1984/sia-cog

Various cognitive api for machine learning, vision, language intent alalysis. Covers traditional as well as deep learning model design and training.

api-client deep-learning deep-learning-algorithms deep-neural-networks machine-learning machine-learning-algorithms python web

Last synced: 12 Jun 2025

https://github.com/felixbur/nkululeko

Machine learning speaker characteristics

machine-learning pytorch speech

Last synced: 10 Jun 2025

https://github.com/jkfitzsimons/ipynotebook_machinelearning

This contains a number of IP[y]: Notebooks that hopefully give a light to areas of bayesian machine learning.

bayesian-inference bayesian-machine-learning gaussian-processes ipython-notebook kernel-methods machine-learning

Last synced: 28 Oct 2025

https://github.com/elyra-ai/pipeline-editor

Common pipeline-editor components used in different clients (e.g. Elyra application, Web browser extensions, etc)

ai airflow apache-airflow kubeflow-pipelines machine-learning pipeline pipeline-editor

Last synced: 10 Oct 2025

https://github.com/alan-turing-institute/robots-in-disguise

Information and materials for the Turing's "robots-in-disguise" reading group on fundamental AI research.

deep-learning diffusion-models foundation-model hut23 language-models large-language-models machine-learning nlp transformers

Last synced: 21 Aug 2025

https://github.com/cafferychen777/chatspatial

🧬 Analyze spatial transcriptomics data through natural language conversation. Stop writing code, start having conversations with your data. MCP server for Claude Code and Codex.

agentic-ai bioinformatics cell-communication claude-desktop computational-biology deconvolution genomics llm-agent machine-learning mcp-server model-context-protocol python pytorch scanpy single-cell spatial-analysis spatial-domains spatial-transcriptomics squidpy visualization

Last synced: 02 May 2026