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/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/fastai/fastgpu

A queue service for quickly developing scripts that use all your GPUs efficiently

data-science deep-learning gpus machine-learning python resource-management

Last synced: 18 Jun 2025

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/mmethodz/dreamgraph

DreamGraph is a graph-first cognitive layer (graph → MCP → CLI → dashboard → extension) that builds a persistent knowledge graph to reason, validate changes, and generate docs.

agent-memory ai-agents autonomous-agents causal-discovery causal-inference claude cognitive-architecture cursor dream-cycle knowledge-graph machine-learning mcp mcp-server model-context-protocol openclaw-mcp security-scanner system-architecture temporal-knowledge-graph temporal-reasoning vscode

Last synced: 27 May 2026

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

https://github.com/d909b/drnet

💉📈 Dose response networks (DRNets) are a method for learning to estimate individual dose-response curves for multiple parametric treatments from observational data using neural networks.

causal-inference deep-learning machine-learning neural-networks

Last synced: 21 Jul 2025

https://github.com/IBM/MAX-Image-Caption-Generator

IBM Code Model Asset Exchange: Show and Tell Image Caption Generator

coco-dataset docker-image machine-learning machine-lerning-models

Last synced: 13 May 2025

https://github.com/mengyou658/keywords

keywords,搜索关键词，包括各种教程、安全、awesome、c、Linux、运维、数据库、安卓android、ios、小程序、golang、Java、JavaScript、python、php、rust、机器学习machine learning、游戏game、各种开源项目、面试

game go golang java javascript learning machine-learning php projcet python react rust vue

Last synced: 23 Mar 2025

https://github.com/muna-ai/muna-py

Run AI models anywhere. https://muna.ai/explore

ai deep-learning machine-learning numpy pytorch serverless serverless-gpu

Last synced: 02 Apr 2026

https://github.com/wellflat/cat-fancier

cat detection, recognition, classifier engine :cat:

computer-vision machine-learning python

Last synced: 21 Mar 2025

https://github.com/thushv89/manning_tf2_in_action

The official code repository for "TensorFlow in Action" by Manning.

computer-vision deep-learning machine-learning nlp notebook python tensorflow tensorflow2 tf tf2

Last synced: 18 Mar 2025

https://github.com/m-kortas/Sound-based-bird-species-detection

Sound-based Bird Classification - using AI, acoustics and ornithology to classify birds in the environment, an environmental awareness project (Web Application, Flask, Python)

audio-processing deep-learning machine-learning neural-network python sound spectrogram

Last synced: 06 Apr 2025

https://github.com/ritwik12/celestial-bodies-detection

TensorFlow Image Classifier that can be used to classify whether an image is of a Planet (Earth, Mercury, Mars, etc), Galaxy (Spiral, Elliptical, Irregular), Satellites, Comets, Etc.

artificial-intelligence convolutional-neural-networks deep-learning linux machine-learning python tensorflow

Last synced: 08 Mar 2026

https://github.com/kabouzeid/point2vec

[GCPR 2023 | CVPR 2023 Workshop] Self-Supervised Representation Learning on Point Clouds

lightning machine-learning point-cloud pytorch self-supervised-learning transformer vision vision-transformer

Last synced: 16 Mar 2025

https://github.com/kinwaicheuk/demucs_lightning

Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features

deep-learning machine-learning music-information-retrieval source-separation

Last synced: 19 Apr 2025

https://github.com/pykeen/ilpc2022

🏅 KG Inductive Link Prediction Challenge (ILPC) 2022

benchmarking machine-learning pykeen

Last synced: 12 Apr 2025

https://github.com/VIDA-NYU/PipelineVis

Pipeline Profiler is a tool for visualizing machine learning pipelines generated by AutoML tools.

automl jupyter machine-learning visualization

Last synced: 02 May 2025

https://github.com/vida-nyu/pipelinevis

Pipeline Profiler is a tool for visualizing machine learning pipelines generated by AutoML tools.

automl jupyter machine-learning visualization

Last synced: 28 Feb 2026

https://github.com/AI-team-UoA/pyJedAI

An open-source library that leverages Python’s data science ecosystem to build powerful end-to-end Entity Resolution workflows.

data-disambigation data-matching deduplication duplicate-detection entity-matching entity-resolution fuzzy-matching link-discovery machine-learning python

Last synced: 01 Mar 2026

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

Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.

drift-detection machine-learning mlops monitoring

Last synced: 30 Apr 2025

https://github.com/imgcook/boa

Call Python packages in JavaScript.

machine-learning nodejs python

Last synced: 10 Apr 2025

https://github.com/FelipeMarcelino/2048-Gym

This projects aims to use reinforcement learning algorithms to play the game 2048.

2048 artificial-intelligence ddqn gym-environment machine-learning openai-gym reinforcement-learning

Last synced: 05 May 2025

https://github.com/anskarl/lomrf

LoMRF is an open-source implementation of Markov Logic Networks

graphical-models inference logic machine-learning probabilistic-programming scala

Last synced: 09 May 2025

https://github.com/botwiki/botwiki.org

Tutorials, articles, datasets and other resources for creating useful, interesting, artistic and friendly online bots.

ai bots machine-learning node nodejs opensource slackapi slackbot slackbots tutorials twitter-api twitter-bot twitterbots

Last synced: 04 Apr 2025

https://github.com/anskarl/LoMRF

LoMRF is an open-source implementation of Markov Logic Networks

graphical-models inference logic machine-learning probabilistic-programming scala

Last synced: 13 May 2025

https://github.com/felipemarcelino/2048-gym

This projects aims to use reinforcement learning algorithms to play the game 2048.

2048 artificial-intelligence ddqn gym-environment machine-learning openai-gym reinforcement-learning

Last synced: 12 Oct 2025

https://github.com/lkev/wtphm

SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.com/lkev/wt-fdd

fault-detection machine-learning scada wind-energy wind-turbine

Last synced: 14 Jan 2026

https://github.com/grouplens/samantha

Samantha - A generic recommender and predictor server

machine-learning predictive-systems predictor-server recommender-server recommender-systems

Last synced: 14 Jan 2026

https://github.com/instillai/tensorflow-roadmap

:satellite: Organized & Useful Resources about Deep Learning with TensorFlow

deep-learning machine-learning python tensorflow tensorflow-tutorials

Last synced: 01 Aug 2025

https://github.com/fracpete/python-weka-wrapper

Python 2.7 wrapper for Weka using javabridge.

java machine-learning python27 weka

Last synced: 03 Oct 2025

https://github.com/petrobras/bibmon

Python package that provides predictive models for fault detection, soft sensing, and process condition monitoring.

echo-state-network fault-detection fault-diagnosis machine-learning neural-networks pca process-monitoring process-systems-engineering scikit-learn soft-sensor time-series

Last synced: 13 Apr 2025

https://github.com/princeton-nlp/nlproofs

EMNLP 2022: Generating Natural Language Proofs with Verifier-Guided Search https://arxiv.org/abs/2205.12443

machine-learning nlp reasoning

Last synced: 12 May 2025

https://github.com/rohitrango/objects-that-sound

Unofficial Implementation of Google Deepmind's paper `Objects that Sound`

audio-video audioset cross-modal deep-learning deep-neural-networks deeplearning deepmind embeddings machine-learning

Last synced: 11 Jul 2025

https://github.com/ankane/lightgbm-ruby

High performance gradient boosting for Ruby

lightgbm machine-learning rubyml

Last synced: 17 Nov 2025

https://github.com/gokumohandas/the-neural-perspective

📓 Notes from The Neural Perspective (discontinued) blog.

machine-learning tensorflow

Last synced: 30 Apr 2025

https://github.com/sap-samples/hana-ml-samples

This project provides code examples for SAP HANA Predictive and Machine Learning scenarios and is educational content. It covers simple Predictive Analysis Library SQL examples as well as complete SAP HANA design-time “ML scenario”-application content or HANA-ML Python Notebook examples.

machine-learning ml predictive sample sample-code sap-hana

Last synced: 05 Apr 2025

https://github.com/prajna-lang/prajna

a program language for AI infrastructure

compiler language machine-learning numeric

Last synced: 16 Mar 2025

https://github.com/palashio/nylon

An intelligent, flexible grammar of machine learning.

auto-ml data-science grammar machine-learning

Last synced: 13 Apr 2025

https://github.com/hongping-zh/circular-bias-detection

a comprehensive statistical framework for detecting circular reasoning bias in AI algorithm evaluation

ai-ethics bias-detection data-science llm machine-learning model-evaluation

Last synced: 07 Mar 2026

https://github.com/yandexdataschool/mlatimperial2017

Materials for the course of machine learning at Imperial College organized by Yandex SDA

deep-learning imperial-college keras lectures machine-learning practice scikit-learn sklearn theano yandex

Last synced: 09 Mar 2026

https://github.com/Fontinalis/fonet

fonet is a deep neural network package for Go.

deep-neural-networks golang machine-learning

Last synced: 14 Mar 2025

https://github.com/BobMcDear/neural-network-cuda

Neural network from scratch in CUDA/C++

cplusplus cuda deep-learning machine-learning neural-network

Last synced: 23 Aug 2025

https://github.com/Dumbris/trunklucator

Python module for data scientists for quick creating annotation projects.

active-learning annotation annotation-tool data-science machine-learning nlp

Last synced: 03 Apr 2025

https://github.com/sigvt/vtuber-livechat-dataset

📊 VTuber 1B: Billion-scale Live Chat and Moderation Event Dataset

data-science dataset holodata hololive machine-learning nijisanji nlp sigvt statistics superchat vtuber youtube-livestream

Last synced: 23 Jun 2025

https://github.com/jarnorfb/incense

Interactively retrieve data from sacred experiments.

machine-learning mongodb sacred

Last synced: 04 Apr 2025

https://github.com/pfnet-research/autogbt-alt

An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.

automl gradient-boosting kaggle lightgbm machine-learning python

Last synced: 13 Apr 2025

https://github.com/the-full-stack/fsdl-text-recognizer-2022

Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs

deep-learning deep-neural-networks machine-learning mlops mlops-community mlops-workflow

Last synced: 19 Jul 2025

https://github.com/dneprdroid/tfsecured

Small library for TensorFlow proto model's (*.pb) encryption/decryption

aes cpp decryption encryption golang ios machine-learning tensorflow tensorflow-proto-models

Last synced: 08 Apr 2025

https://github.com/theos-ai/easy-yolov7

This a clean and easy-to-use implementation of YOLOv7 in PyTorch, made with ❤️ by Theos AI.

computer-vision deep-learning machine-learning neural-networks object-detection python pytorch yolov5 yolov7

Last synced: 20 Apr 2025

https://github.com/CliMA/ClimaAtmos.jl

ClimaAtmos.jl is a library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools. We welcome contributions!

climate data-assimilation fluid-dynamics julia machine-learning optimization

Last synced: 27 Mar 2025

https://github.com/borchero/natural-posterior-network

Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, 2022)

bayesian-deep-learning deep-learning machine-learning pytorch uncertainty-estimation

Last synced: 06 Sep 2025

https://github.com/mlcommons/mlperf_client

MLPerf Client is a benchmark for Windows, Linux and macOS, focusing on client form factors in ML inference scenarios.

benchmarking machine-learning ml

Last synced: 20 Apr 2026

https://github.com/kyegomez/robocat

Implementation of Deepmind's RoboCat: "Self-Improving Foundation Agent for Robotic Manipulation" An next generation robot LLM

artificial-intelligence machine-learning neural-networks robot robotcat roboticllm

Last synced: 15 Apr 2025

https://github.com/Indoxer/LKAN

Variations of Kolmogorov-Arnold Networks

machine-learning

Last synced: 01 Aug 2025

https://github.com/krishkumar/createml-playgrounds

Create ML playgrounds for building machine learning models. For developers and data scientists.

apple classifier coreml createml data-science ios12 machine-learning model playground xcode

Last synced: 06 Oct 2025

https://github.com/fontinalis/fonet

fonet is a deep neural network package for Go.

deep-neural-networks golang machine-learning

Last synced: 14 Jan 2026

https://github.com/georgeguimaraes/soothsayer

Elixir library for time series forecasting, inspired by Facebook's Prophet and NeuralProphet

elixir machine-learning neural-networks neuralprophet

Last synced: 21 Jan 2026

https://github.com/fronkongames/steam-games-scraper

Extract information from all games published in Steam thanks to its Web API, and store it in JSON format.

dataset gamedev gamedevelopment games indiedev machine-learning machinelearning python scraper steam

Last synced: 15 Mar 2025

https://github.com/ArtificiAI/Multilingual-Latent-Dirichlet-Allocation-LDA

A Multilingual Latent Dirichlet Allocation (LDA) Pipeline with Stop Words Removal, n-gram features, and Inverse Stemming, in Python.

clustering english french latent-dirichlet-allocation lda machine-learning multilingual natural-language-processing

Last synced: 27 Mar 2025

https://github.com/kyegomez/RoboCAT

Implementation of Deepmind's RoboCat: "Self-Improving Foundation Agent for Robotic Manipulation" An next generation robot LLM

artificial-intelligence machine-learning neural-networks robot robotcat roboticllm

Last synced: 22 Jul 2025

https://github.com/zurutech/ashpy

TensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.

classification deep-learning gan keras-tensorflow machine-learning pix2pix tensorflow tensorflow2 training

Last synced: 26 Oct 2025

https://github.com/zyxue/sutton-barto-rl-exercises

📖Learning reinforcement learning by implementing the algorithms from reinforcement learning an introduction

barto machine-learning reinforcement-learning supervised-learning sutton unsupervised-learning

Last synced: 16 Jul 2025

https://github.com/geniusai-research/email-summarization

A module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.

machine-learning skip-thought-vectors text-summarization theano

Last synced: 02 Apr 2025

https://github.com/ftisiot/postgresql-ai-projects

List of PostgreSQL® AI projects and resources

ai machine-learning postgresql

Last synced: 30 Apr 2025

https://github.com/trekhleb/homemade-gpt-js

A minimal TensorFlow.js re-implementation of Karpathy's minGPT (Generative Pre-trained Transformer). The GPT model itself is <300 lines of code.

ai artificial-intelligence genai gpt machine-learning ml tensorflowjs tfjs transformers

Last synced: 06 Mar 2026

https://github.com/wesselb/neuralprocesses

A framework for composing Neural Processes in Python

machine-learning meta-learning neural-processes

Last synced: 04 Apr 2025

https://github.com/JarnoRFB/incense

Interactively retrieve data from sacred experiments.

machine-learning mongodb sacred

Last synced: 08 May 2025

https://github.com/bbva/timecop

Time series based anomaly detector

anomaly-detection forecast lstm machine-learning timeseries

Last synced: 21 Jun 2025

https://github.com/MLMI2-CSSI/foundry

Simplifying the discovery and usage of machine-learning ready datasets in materials science and chemistry

chemistry data-science datasets machine-learning materials-science

Last synced: 15 Jul 2025

https://github.com/dalmia/coursera-specializations

Solutions to assignments of Coursera Specializations - Deep learning, Machine learning, Algorithms & Data Structures, Image Processing and Python For Everybody

algorithms bioinformatics coursera data-structures deep-learning image-processing machine-learning python

Last synced: 10 Apr 2025

https://github.com/blinkid/blinkid-flutter

ID scanning plugins for cross-platform apps built with Flutter.

android cross-platform dart flutter id-card-camera id-scanning ios kyc machine-learning onboarding scanning-id-cards

Last synced: 21 Jul 2025

Machine learning Awesome Lists
awesome-scalability 920 awesome-datascience 940 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 543 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 455 awesome-learning-resources 499 learn-ai-engineering 114 awesome-ai-tools 435 awesome-quant 142 awesome-mlops 314 Awesome-Geospatial 1,521 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 405 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 10,997 Uncategorized 7,974 Books 4,038 fl in top-tier journal 3,220 Scalability 2,953 A01_文本生成_文本对话 2,389 **Literature and Codes** 2,262 Vision 2,031 Repos 1,845 Table of Contents 1,658 fl in top ml conference and journal 1,564 Blog Posts 1,538 Paper List 1,493 Year 2022 1,444 Publications-and-Preprints 1,179 Articles & Blogs 1,156 Attack 1,063 Computational Information Geometry 1,052 Research Papers 1,028 Videos 926