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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/thalesgroup/pythagore-mod-reco

Package to train and run modulation recognition on raw I/Q radio samples, via deep-learning models

data-augmentation deep-learning deep-neural-network machine-learning modulation-classification modulation-recognition radio

Last synced: 17 Mar 2025

https://github.com/adgaudio/o-medal

O-MedAL: Online Active Deep Learning for Medical Image Analysis. This repo contains code for the paper.

active-learning deep-learning diabetic-retinopathy-detection machine-learning medical-image-analysis online-learning

Last synced: 30 Apr 2025

https://github.com/src-d/modelforge

Python library to share machine learning models easily and reliably.

git machine-learning model registry sharing

Last synced: 05 May 2025

https://github.com/xiaorancs/business-exit-risk-forecast

企业经营退出风险预测，二分类问题

machine-learning python xgb

Last synced: 15 Jun 2025

https://github.com/ecrl/ecnet

QSPR-based machine learning for fuel property prediction

cetane-number computational-chemistry fuel-property-prediction machine-learning neural-network pytorch qspr

Last synced: 06 Mar 2026

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: 20 Jun 2026

https://github.com/radiantearth/model_ecaas_agrifieldnet_gold

AgriFieldNet Model for Crop Detection from Satellite Imagery

earth-observation gradient-boosting machine-learning unet

Last synced: 12 Apr 2025

https://github.com/hemangjoshi37a/personalgoalassistant

AI-driven Personal Goal Assistant: Reinforcement learning-powered software mimics user behavior, interacts with computer inputs, and autonomously achieves goals in finance, social networking, and productivity. Open-source, Python-based RL agent.

ai automation autonomous-agents computer-vision data-preprocessing deep-learning finance goal-setting machine-learning mimic natural-language-processing open-source personal-goals productivity python reinforcement-learning social-media user-data

Last synced: 12 Aug 2025

https://github.com/krother/generative_art

Generating Art with Python and Numpy

art machine-learning numpy python

Last synced: 09 Apr 2025

https://github.com/kennethleungty/data-centric-ai-competition

Codes for a Top 5% finish in the Data-Centric AI Competition organized by Andrew Ng and DeepLearning.AI

ai andrew-ng data-centric data-centric-ai data-science deep-learning machine-learning

Last synced: 09 Jul 2025

https://github.com/leonjessen/keras_tensorflow_on_iris

A minimal tutorial on how to build a neural network classifier based on the iris data set using Keras/TensorFlow in R/RStudio

classification datascience deep-learning ggplot iris-dataset keras machine-learning neural-network r rstudio tensorflow tensorflow-tutorials tutorial

Last synced: 13 Jun 2025

https://github.com/ultralytics/wave

WAveform Vector Exploitation (WAVE): Machine Learning for particle physics detectors.

deep-neural-networks machine-learning physics-analysis scintillation sipm time-of-flight

Last synced: 25 Apr 2025

https://github.com/francois-rozet/papers-101

Implementation of papers in 101 lines of code.

101 deep-learning generative machine-learning papers research

Last synced: 19 Jul 2025

https://github.com/drscotthawley/vibrary

Vibrary is a GUI client for a user-trainable neural network tool to help producers find audio files on their hard drives

audio cplusplus gui juce machine-learning python

Last synced: 24 Apr 2025

https://github.com/nanxstats/enpls

Algorithmic framework for measuring feature importance, outlier detection, model applicability evaluation, and ensemble predictive modeling with (sparse) partial least squares regressions.

chemometrics dimensionality-reduction ensemble-learning machine-learning outlier-detection partial-least-squares-regression

Last synced: 22 Apr 2025

https://github.com/waikato-datamining/adams-base

Base modules for ADAMS, the Advanced Data Mining and Machine Learning System.

java machine-learning maven workflow-engine

Last synced: 30 Apr 2025

https://github.com/anushka23g/parkinson-disease-classification

A Machine Learning Approach for the Diagnosis of Parkinson's Disease via Speech Analysis

dataset diagnosis machine-learning parkinson-disease voice

Last synced: 05 Jul 2025

https://github.com/mlr-org/mlr3-learndrake

Template for using mlr3 with drake

drake machine-learning mlr3 r reproducibility workflow

Last synced: 15 Mar 2025

https://github.com/bdusell/nondeterministic-stack-rnn

Code for the paper "The Surprising Computational Power of Nondeterministic Stack RNNs" (DuSell and Chiang, 2023)

conll2020 deep-learning iclr2022 iclr2023 language-model machine-learning neural-networks nlp pytorch rnn stack

Last synced: 12 Aug 2025

https://github.com/memfuse/memfuse

Official Core Services for MemFuse - the lightning-fast open-source memory layer that gives LLMs persistent, queryable memory across conversations and sessions.

ai artificial-intelligence chatbot conversation-memory llm machine-learning memory openai persistent-memory python-sdk rag vector-database

Last synced: 16 Jan 2026

https://github.com/pasqal-io/qex

JAX-based differentiable Kohn-Sham Density Functional Theory implementation for training quantum(-enhanced) neural exchange-correlation functionals.

chemistry density-functional-theory machine-learning quantum quantum-computing

Last synced: 10 Mar 2026

https://github.com/scicloj/metamorph.ml

Machine learning functions for metamorph based on machine learning pipelines

machine-learning

Last synced: 20 Aug 2025

https://github.com/ncordon/undergraduate-dissertation

Final career project on PAC theory and imbalanced datasets

imbalanced-learning machine-learning pac-theory

Last synced: 19 Feb 2026

https://github.com/BhavyeMathur/redstone-ml

High-performance Machine Learning, Dynamic Auto-Differentiation and Tensor Algebra crate for Rust

autograd-engine linear-algebra machine-learning numpy pytorch tensor

Last synced: 30 Aug 2025

https://github.com/miscellaneousstuff/pylol

League of Legends v4.20 RL Environment (LoLRLE)

league-of-legends machine-learning reinforcement-learning

Last synced: 20 Feb 2026

https://github.com/991o2o9/smart-cardiologist

Intelligent Python service with FastAPI for real-time heart disease predictions using machine learning. Features AI-assisted consultations, user authentication, analysis history, RESTful API, and comprehensive error handling. Secure and scalable solution for healthcare applications.

api artificial-intelligence data-science fastapi healthcare healthcare-technology heart-disease machine-learning medical-ai medical-diagnosis prediction predictive-analytics pydantic python rest-api scikit-learn swagger uvicorn

Last synced: 30 Aug 2025

https://github.com/georg-wolflein/good-features

Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"

cancer computational-pathology computer-vision deep-learning machine-learning self-supervised-learning

Last synced: 16 Jan 2026

https://github.com/alexsosn/associationbot

iOS association game chatbot. AI based on neural word embedding language model. Image recognition with convolutional neural net.

chatbot ios machine-learning natural-language-processing neural-network word2vec

Last synced: 31 Aug 2025

https://github.com/madrury/smoothers

Visualizations of various one-dimensional smoothers using the d3 javascript library.

curve-fitting javascript machine-learning plotting

Last synced: 24 Aug 2025

https://github.com/bcbi/predictmd.jl

Uniform interface for machine learning in Julia

framework interface julia learning machine machine-learning pipeline workflow

Last synced: 03 Aug 2025

https://github.com/younader/dnnr

The Python package of differential nearest neighbors regression (DNNR): Raising KNN-regression to levels of gradient boosting method. Build on-top of Numpy, Scikit-Learn, and Annoy.

annoy knn machine-learning machine-learning-algorithms numpy python3 scikit-learn tabular-data

Last synced: 15 Apr 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: 22 Jul 2025

https://github.com/elata-biosciences/elata-vsm-system-4

AI-powered intelligence platform aggregating breakthroughs in neuroscience, computational psychiatry, and mental health research. Built with Next.js, ChatGPT API, and TypeScript.

artificial-intelligence biohacking brain-computer-interface chatgpt computational-psychiatry cryptocurrency dao desci llm machine-learning mental-health neuroscience nextjs open-ai open-science psychiatry puppeteer research-tools scraping typescript

Last synced: 18 Aug 2025

https://github.com/johannfaouzi/pyts-repro

A repository to compare the performance between the algorithms implemented in pyts and the performance reported in the literature

classification machine-learning python series-transformation timeseries timeseries-analysis

Last synced: 14 Apr 2025

https://github.com/proycon/python-timbl

python-timbl, originally developed by Sander Canisius, is a Python extension module wrapping the full TiMBL C++ programming interface. With this module, all functionality exposed through the C++ interface is also available to Python scripts. Being able to access the API from Python greatly facilitates prototyping TiMBL-based applications.

k-nearest-neighbours knn machine-learning python timbl

Last synced: 15 Apr 2025

https://github.com/hoangsonww/inventory-management

📦 This repository contains an Inventory Management System (Simulator) written in Python. It is designed to simulate real-world inventory tracking, including stock levels, product orders, and sales management. Ideal for businesses seeking to understand inventory dynamics or developers looking to implement or enhance inventory management solutions.

algorithms database inventory inventory-changer inventory-control inventory-management inventory-management-system inventory-platform inventory-system machine-learning python pytorch

Last synced: 22 Sep 2025

https://github.com/vaibhavs10/ml-with-text

[Tutorial] Demystifying Natural Language Processing with Python

machine-learning natural-language-processing nlp python text-classification

Last synced: 20 Aug 2025

https://github.com/xyjigsaw/machine-learning-navigation

🎲OmegaXYZ.com机器学习的文章目录

artificial-intelligence machine-learning

Last synced: 14 Apr 2025

https://github.com/hi-paris/xper

A methodology designed to measure the contribution of the features to the predictive performance of any econometric or machine learning model.

explainability interpretability machine-learning performance-metrics shap shapley-value

Last synced: 09 Apr 2026

https://github.com/deepai-org/ai_integration

AI Model Integration for python

ai api machine-learning python python27 python3

Last synced: 13 Apr 2025

https://github.com/chinmayrane16/diamonds-in-depth-analysis

Given dataset of Diamonds with features such as Cut, Carat, Clarity etc. I have used libraries such as Pandas, Numpy, Matplotlib, Seaborn to Analyse and Estimate the Price of Diamonds based on the features. Using Scikit-Learn , implemented Algorithms to increase the effective R2 score.

data-visualization feature-engineering feature-scaling machine-learning matplotlib numpy pandas seaborn

Last synced: 18 Mar 2025

https://github.com/jalajthanaki/cheat_sheets_of_python_libraries

This repository contains the bunch of cheat sheets of diffenrent python libraries which are used in order to develop data science application.

cheat-sheets datascience deep-learning machine-learning python

Last synced: 14 May 2025

https://github.com/mtpatter/mlflow-tutorial

Fully reproducible, Dockerized, step-by-step, tutorial on training and serving a simple sklearn classifier model using mlflow. Detailed blog post published on Towards Data Science.

data-science machine-learning mlflow mlflow-docker mlops tutorial

Last synced: 04 May 2025

https://github.com/dunnkers/fseval

Benchmarking framework for Feature Selection and Feature Ranking algorithms 🚀

automl benchmarking benchmarking-framework benchmarks feature-rankers feature-ranking feature-selection hydra machine-learning python scikit-learn wandb

Last synced: 13 Apr 2025

https://github.com/smakosh/perceptron-neural-net-from-scratch

A single artificial neuron built from scratch to understand the maths behind neural nets !

machine-learning network neural perceptron perceptron-learning-algorithm

Last synced: 17 Oct 2025

https://github.com/wwtg99/kaggle_getting_started

Kaggle getting started competition examples

kaggle machine-learning xgboost

Last synced: 22 Aug 2025

https://github.com/gsurma/twitter_data_parser

Python scripts that download metadata and tweets for given users.

data machine-learning parser python python2 twitter twitter-api

Last synced: 20 Jul 2025

https://github.com/sinanuozdemir/oreilly-bert-hands-on-nlp

This repository contains code for the O'Reilly Live Online Training for Hands on Transfer Learning with BERT

artificial-intelligence bert deep-learning machine-learning nlp transfer-learning

Last synced: 24 Apr 2025

https://github.com/dalmia/deep-learning-tutorials

Deep learning tutorials for classification of MNIST digits using CNNs and solutions to assignments for Udacity's deep learning course

deep-learning machine-learning tensorflow

Last synced: 02 Jul 2025

https://github.com/sayan-maity/all-project-directory

List of all of my Projects 👨‍💻 🚀

machine-learning web-development

Last synced: 09 Mar 2025

https://github.com/google-research/active-adversarial-tests

Official implementation of the paper "Increasing Confidence in Adversarial Robustness Evaluations"

adversarial-attacks adversarial-examples machine-learning machinelearning robustness

Last synced: 24 Apr 2025

https://github.com/xhluca/covid-qa

A collection of COVID-19 question-answer pairs and transformer baselines for evaluating QA models (Official Repository)

dataset machine-learning question-answering

Last synced: 08 Apr 2025

https://github.com/atomicsulfate/meshcnn-4-cadseg

Improved MeshCNN for surface type segmention on realistic CAD models.

cad cnn deep-learning machine-learning mesh pytorch segmentation

Last synced: 21 Jul 2025

https://github.com/mlr-org/mlr3hyperband

Successive Halving and Hyperband in the mlr3 ecosystem

automl bbotk hyperband hyperparameter-tuning machine-learning mlr3 optimization r tune tuning

Last synced: 07 Mar 2026

https://github.com/vidursatija/tf-hack2.0

⚡#PoweredByTF 2.0 Challenge! [ /w @inishchith ]

cv green-app hackathon javascript machine-learning python python3 tensorflow

Last synced: 02 Sep 2025

https://github.com/ceteri/nbtransom

Machines and people collaborating together through Jupyter notebooks.

active-learning collaborative-documents human-in-the-loop jupyter-notebook machine-learning pipelines python

Last synced: 23 Apr 2025

https://github.com/geyang/params-proto

params_proto, a collection of decorators that makes shell argument passing declarative

cli-parsing hyper-parameter machine-learning

Last synced: 01 Feb 2026

https://github.com/jeds6391/lgp

A robust Linear Genetic Programming implementation on the JVM using Kotlin.

ai genetic-programming gp jvm kotlin lgp linear-genetic-programming machine-learning

Last synced: 12 Oct 2025

https://github.com/alessandro-nori/crypto_nn

Proof of concept for CryptoDL made for BigSec course @ EURECOM

homomorphic-encryption machine-learning neural-network

Last synced: 05 Mar 2026

https://github.com/juliagenai/colbert.jl

Efficient late-interaction retrieval systems in Julia!

colbert gen-ai information-retrieval llms machine-learning rag

Last synced: 23 Feb 2026

https://github.com/vpn1997/2048-ai

Bot playing 2048

game-theory machine-learning

Last synced: 18 Oct 2025

https://github.com/brakmic/data-science-for-losers

:chart_with_upwards_trend: Articles on Data Science, Jupyter, and Pandas

data-science jupyter machine-learning python

Last synced: 23 Apr 2025

https://github.com/rpatrik96/nl-causal-representations

This is the code for the paper Jacobian-based Causal Discovery with Nonlinear ICA, demonstrating how identifiable representations (particularly, with Nonlinear ICA) can be used to extract the causal graph from an underlying structural equation model (SEM).

causal-discovery causal-discovery-methods causal-inference causality deep-learning deep-neural-networks deeplearning ica independent-component-analysis machine-learning structural-causal-model

Last synced: 03 Jul 2025

https://github.com/rzykov/fastml4j

Fast Scala and nd4j based machine learning framework

machine-learning machine-learning-algorithms nd4j scala

Last synced: 14 Jan 2026

https://github.com/getindata/quickstart-ml-blueprints

Data science project development best practices and state of the art open-source tooling forged into a set of solved ML use cases to serve as blueprints for efficient prototyping.

data-science machine-learning

Last synced: 09 Apr 2025

https://github.com/barisyazici/tum_masters_thesis

Master's thesis in Computer Science at Technical University of Munich. Written in latex.

deep-learning latex machine-learning thesis

Last synced: 09 Apr 2025

https://github.com/dachosen1/common-voice

Audio Classification with machine learning

audio-processing machine-learning streaming-audio voice

Last synced: 20 Apr 2025

https://github.com/michellebonat/fed_funds_ml

Use machine learning (NLP) to demonstrate whether Federal Funds rate changes can be accurately predicted using just the FOMC - the US Federal Reserve Bank - meetings minutes.

ai federal-reserve-bank finance financial-services machine-learning nlp python3

Last synced: 22 Apr 2025

https://github.com/mitre/ilpyt

ilpyt: imitation learning library with modular, baseline implementations in Pytorch

imitation-learning machine-learning reinforcement-learning

Last synced: 21 Apr 2025

https://github.com/tdspora/syngen

Open-source version of the TDspora synthetic data generation algorithm.

generation machine-learning synthetic-data tabular-data

Last synced: 09 Jun 2026

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-aws 687 awesome-artificial-intelligence 90 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-ml4co 615 awesome-jax 218
Machine learning Categories
Papers 11,055 Uncategorized 8,039 Books 4,090 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 1,691 fl in top ml conference and journal 1,564 Blog Posts 1,560 Year 2022 1,444 Publications-and-Preprints 1,179 Articles & Blogs 1,155 Computational Information Geometry 1,071 Attack 1,071 Research Papers 1,025 Videos 1,019