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/KxSystems/ml

Machine-learning toolkit

fresh kdb machine-learning python q

Last synced: 02 May 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: 07 Apr 2025

https://github.com/baiksung/MeTAL

Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)

computer-vision deep-learning few-shot-learning iccv machine-learning maml meta-learning pytorch

Last synced: 08 May 2025

https://github.com/ad12/meddlr

A flexible ML framework built to simplify medical image reconstruction and analysis experimentation.

inverse-problems machine-learning medical-imaging mri

Last synced: 05 Apr 2025

https://github.com/clima/climaocean.jl

🌎 Regional-to-global coupled ocean and sea ice simulations based on Oceananigans

climate-model fluid-dynamics fluid-dynamics-simulator machine-learning ocean-modelling

Last synced: 08 Apr 2026

https://github.com/jderobot/behaviormetrics

Autonomous driving neural network comparison tool

computer-vision deeplearning machine-learning reinforcement-learning

Last synced: 20 Jun 2025

https://github.com/tf-encrypted/moose

Secure distributed dataflow framework for encrypted machine learning and data processing

cryptography data-science distributed-computing machine-learning privacy secure-computation

Last synced: 08 May 2025

https://github.com/timmens/causal-forest

Implements the Causal Forest algorithm formulated in Athey and Wager (2018).

causal-inference econometrics machine-learning

Last synced: 24 Dec 2025

https://github.com/goruck/all

Alexa Lambda Linux (ALL) Reference Design - IoT and ML at the edge.

alexa-lambda-linux alexa-skills-kit machine-learning preempt-rt r raspberry-pi security-system sensor-data

Last synced: 26 Apr 2025

https://github.com/iamc/ML-CM-2019

Machine Learning in Condensed Matter Physics 2019 course repository

condensed-matter-physics course-materials machine-learning workshop

Last synced: 27 Mar 2025

https://github.com/longxingtan/machine-learning-interview

算法工程师、机器学习工程师、软件工程师、数据科学家-实践与面试指南 | Interview guide for MLE, SDE, DS

ai-engineer algorithms behavior-questions deep-learning interview interview-practice leetcode machine-learning ml-systems-design mle mle-interview software-engineer-interview software-engineering system-design

Last synced: 04 Jan 2026

https://github.com/rishit-dagli/tf-watcher

Monitor your ML jobs on mobile devices📱, especially for Google Colab / Kaggle

chakra-ui deep-learning devtools firebase machine-learning pypi pyrebase python python-package python-packages react recharts sphinx tensorflow tf-watcher

Last synced: 21 Jul 2025

https://github.com/bmcfee/pumpp

practically universal music pre-processor

machine-learning music nyucds python

Last synced: 14 Apr 2025

https://github.com/alexioannides/ml-workflow-automation

Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.

classification data-science flask helm jupyter-notebook kaggle kubernetes machine-learning mlops numpy pandas python rest-api sklearn

Last synced: 21 Mar 2025

https://github.com/kingabzpro/fastapi-for-ml

Building a simple FastAPI application for model inference.

fastapi jinja2-templates machine-learning scikit-learn

Last synced: 17 Jun 2025

https://github.com/nazmul-karim170/UNICON

[CVPR'22] Official Implementation of the CVPR 2022 paper "UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning"

contrastive-learning deep-learning deep-neural-networks jensen-shannon-divergence label-noise-robustness machine-learning noisy-labels semi-supervised-learning

Last synced: 05 Apr 2025

https://github.com/mpaepper/vibevoice

Fast local speech-to-text for any app using faster-whisper

ai machine-learning python

Last synced: 13 Apr 2025

https://github.com/HLT-ISTI/QuaPy

A framework for Quantification written in Python

machine-learning quantification supervised-prevalence-estimation

Last synced: 05 Apr 2025

https://github.com/thinklab-sjtu/t2tco

[NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization

combinatorial-optimization diffusion generative-model graph machine-learning

Last synced: 05 Jul 2025

https://github.com/mouneshgouda/top-10-ai-projects

This repository curates a collection of the top 10 artificial intelligence projects from various domains. From cutting-edge research to practical applications, these projects showcase the latest advancements in AI technology.

ai gen keras machine-learning python

Last synced: 03 Jul 2025

https://github.com/braun-steven/dafne

Code for our paper "DAFNe: A One-Stage Anchor-Free Deep Model for Oriented Object Detection".

anchor-free deep-learning machine-learning object-detection one-stage-detector oriented-object-detection

Last synced: 30 Apr 2025

https://github.com/terryyz/pyarmadillo

PyArmadillo: an alternative approach to linear algebra in Python

armadillo-library calculations data-science linear-algebra machine-learning

Last synced: 15 Jun 2025

https://github.com/wazeerzulfikar/alzheimers-dementia

Alzheimer's dementia classification and MMSE score regression

alzheimer-dementia machine-learning

Last synced: 27 Aug 2025

https://github.com/gokumohandas/attentional-interfaces

🔍 Attentional interfaces in TensorFlow.

attention-mechanism machine-learning tensorflow

Last synced: 02 Apr 2026

https://github.com/ywatanabe1989/scitex-python

Python toolkit for reproducible science. CLI commands, 371+ MCP tools, built-in skills. From raw data to manuscript — with reproducibility verification. For AI and human researchers.

academic-writing ai-research automation bibtex data-visualization generative-ai latex literature-review machine-learning matplotlib mcp mcp-server pandas python pytorch reproducibility research-automation scientific-computing scitex statistics

Last synced: 30 May 2026

https://github.com/relph1119/my-team-learning

我的Datawhale组队学习，在线阅读地址：https://relph1119.github.io/my-team-learning

deep-learning machine-learning

Last synced: 13 Oct 2025

https://github.com/greenelab/adage

Data and code related to the paper "ADAGE-Based Integration of Publicly Available Pseudomonas aeruginosa..." Jie Tan, et al · mSystems · 2016

autoencoders data dataset denoising-autoencoders gene-expression machine-learning manuscript methodology neural-networks paper pseudomonas-aeruginosa research supplement

Last synced: 07 Mar 2026

https://github.com/BorgwardtLab/P-WL

A Persistent Weisfeiler–Lehman Procedure for Graph Classification

graph-classification graph-kernels machine-learning persistent-homology topological-data-analysis weisfeiler-lehman

Last synced: 27 Mar 2025

https://github.com/ultralytics/velocity

Structure From Motion (SFM) for vehicle speed

deep-learning machine-learning machine-vision opencv-python pytorch tensorflow

Last synced: 03 Jul 2025

https://github.com/france-travail/gabarit

Gabarit : kickstart your data science project from scratch

data-science deep-learning machine-learning python

Last synced: 09 Apr 2025

https://github.com/dvampire/finworld

FinWorld: An All-in-One Open-Source Platform for End-to-End Financial AI Research and Deployment

agent deep-learning fintech framework llm machine-learning reinforcement-learning

Last synced: 10 Feb 2026

https://github.com/strands-agents/evals

A comprehensive evaluation framework for AI agents and LLM applications.

agentic agentic-ai ai evaluation machine-learning python strands-agents

Last synced: 29 Jan 2026

https://github.com/tirth27/skin-cancer-classification-using-deep-learning

Classify Skin cancer from the skin lesion images using Image classification. The dataset for the project is obtained from the Kaggle SIIM-ISIC-Melanoma-Classification competition.

computer-vision convolutional-neural-networks deep-learning image-classification kaggle-competition keras-tensorflow machine-learning medical-imaging melanoma-diagnosis skin-cancer skin-lesion-image

Last synced: 05 Mar 2025

https://github.com/emilwallner/deep-learning-101

The tools and syntax you need to code neural networks from day one.

deep-learning dropout machine-learning regularization tflearn

Last synced: 23 Feb 2026

https://github.com/prabhant/synthesizing-robust-adversarial-examples

My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-AW

adversarial-example adversarial-machine-learning machine-learning reproducibility

Last synced: 15 Apr 2025

https://github.com/nikolamilosevic86/verifai

VerifAI initiative to build open-source easy-to-deploy generative question-answering engine that can reference and verify answers for correctness (using posteriori model)

bioasq deep-learning generative-ai generative-ai-search hallucination-detection llm machine-learning medline mistral-7b natural-language-processing nli nlp nlp-machine-learning openai opensearch pubmed qdrant qlora scifact verification

Last synced: 12 Apr 2025

https://github.com/brandondocusen/cntxtjs

A lightweight tool to optimize your Javascript / Typescript project for LLM context windows by using a knowledge graph | AI code understanding | LLM context enhancement | Code structure visualization | Static analysis for AI | Large Language Model tooling #LLM #AI #JavaScript #TypeScript #CodeAnalysis #ContextWindow #DeveloperTools

architecture-insights code-documentation code-visualization codebase-analysis context-management dependency-analysis dependency-mapping developer-tools ecmascript javascript knowledge-graph large-language-models llm-integration machine-learning module-relationships nextjs nodejs open-source python token-reduction

Last synced: 02 Apr 2026

https://github.com/danfeix/rpn

Code Repository for Regression Planning Networks

machine-learning pybullet pytorch robotics robotics-simulation

Last synced: 28 Apr 2025

https://github.com/zackakil/deep-tic-tac-toe

Used deep reinforcement learning to train a deep neural network to play tic-tac-toe and deployed using tensorflow.js.

convolutional-neural-networks keras machine-learning neural-network reinforcement-learning tensorflow-js

Last synced: 13 Apr 2025

https://github.com/abductivelearning/ablkit

An efficient Python toolkit for Abductive Learning (ABL), a novel paradigm that integrates machine learning and logical reasoning in a unified framework.

abductive-learning machine-learning neuro-symbolic neuro-symbolic-learning python pytorch sklearn

Last synced: 12 May 2025

https://github.com/nokitjs/nokit

A Web development framework!

id-nokit javascript machine-learning mvc nodejs nokit webframework

Last synced: 05 May 2025

https://github.com/tuvovan/ml_in_production

A set of demo of deploying a Machine Learning Model in production using various methods

deep-learning docker fastapi machine-learning mlops nginx rest-api tfserving uwsgi-nginx-docker

Last synced: 15 May 2025

https://github.com/hironsan/iob2corpus

Japanese IOB2 tagged corpus for Named Entity Recognition.

machine-learning named-entity-recognition natural-language-processing

Last synced: 21 Jan 2026

https://github.com/CASE-Lab-UMD/Unified-MoE-Compression

The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".

deep-learning large-language-models machine-learning mixture-of-experts model-compression natural-language-processing

Last synced: 11 May 2025

https://github.com/borgwardtlab/p-wl

A Persistent Weisfeiler–Lehman Procedure for Graph Classification

graph-classification graph-kernels machine-learning persistent-homology topological-data-analysis weisfeiler-lehman

Last synced: 11 Jul 2025

https://github.com/loubbrad/aria-midi

Official repository for Aria-MIDI: a MIDI dataset of 1,186,253 transcribed solo-piano recordings.

datasets machine-learning midi music

Last synced: 11 Feb 2026

https://github.com/janelia-cellmap/dacapo

A framework for easy application of established machine learning techniques on large, multi-dimensional images.

deep-learning machine-learning segmentation

Last synced: 01 Apr 2026

https://github.com/rundherum/pymia

pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis

dataloader deep-learning machine-learning medical-image-analysis metrics python-library

Last synced: 14 Jan 2026

https://github.com/orionw/rjokesdata

A large scale Humor Dataset, containing more than 550k rated English jokes (LREC'20)

dataset humor humor-detection jokes lrec lrec2020 machine-learning reddit

Last synced: 13 Apr 2025

https://github.com/minishlab/tokenlearn

Pre-train Static Word Embeddings

ai embeddings machine-learning model2vec nlp python torch

Last synced: 13 May 2025

https://github.com/lucasmaystre/kickscore

Pairwise comparisons with flexible time-dynamics.

elo-rating machine-learning ranking

Last synced: 18 Feb 2026

https://github.com/machine-learning-apps/wandb-action

GitHub Action That Retrieves Model Runs From Weights & Biases

ci-cd deep-learning experiment-tracking github-actions machine-learning

Last synced: 01 Apr 2025

https://github.com/astro-informatics/harmonic

Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection

bayesian-inference code machine-learning statistics-toolbox

Last synced: 05 Apr 2025

https://github.com/lobe/lobe.net

.NET library for lobe.

csharp dotnetcore fsharp lobe machine-learning

Last synced: 18 Aug 2025

https://github.com/hep-lbdl/adversarial-jets

Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics

cern deep-learning gan generative-adversarial-network hep high-energy-physics machine-learning physics physics-simulation

Last synced: 27 Mar 2025

https://github.com/lucasayres/url-feature-extractor

Extracting features from URLs to build a data set for machine learning. The purpose is to find a machine learning model to predict phishing URLs, which are targeted to the Brazilian population.

benign blacklist dataset extractor host lexical machine-learning phishing phishtank python safebrowsing wot

Last synced: 16 May 2025

https://github.com/braun-steven/DAFNe

Code for our paper "DAFNe: A One-Stage Anchor-Free Deep Model for Oriented Object Detection".

anchor-free deep-learning machine-learning object-detection one-stage-detector oriented-object-detection

Last synced: 14 Mar 2025

https://github.com/huangzhii/salmon

SALMON: Survival Analysis Learning with Multi-Omics Neural Networks

co-expression deep-learning machine-learning neural-networks survival-analysis

Last synced: 15 May 2025

https://github.com/wq2012/simpleder

A lightweight library to compute Diarization Error Rate (DER).

diarization machine-learning metrics speaker-diarization speech-processing speech-recognition

Last synced: 30 Aug 2025

https://github.com/laknath1996/semg-hand-gesture-recognition

The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface electromyography (sEMG) signals (ICASSP 2021)

convolutional-neural-networks event-detection hand-gesture-recognition machine-learning myo myo-armband onset-detection pytho semg signal-processing

Last synced: 10 Mar 2026

https://github.com/sleeepeer/PoisonedRAG

[USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models

ai machine-learning rag retrieval-augmented-generation security trustworthy-ai

Last synced: 27 Jul 2025

https://github.com/BiometricVox/zAI

Easy-to-use Artificial Intelligence

artificial-intelligence machine-learning python-library

Last synced: 06 Aug 2025

https://github.com/erogol/blagpt

Experimental playground for benchmarking language model (LM) architectures, layers, and tricks on smaller datasets. Designed for flexible experimentation and exploration.

attention-mechanisms deep-learning diffusion-llm dllm gpt gpt-2 hymba large-language-models llm llm-training machine-learning position-embedding pytorch transformers

Last synced: 07 Jul 2025

https://github.com/convexfi/spectralgraphtopology

Structured Graph Learning via Laplacian Spectral Constraints (NeurIPS 2019)

clustering machine-learning

Last synced: 12 Apr 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 10,986 Uncategorized 7,969 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 1,651 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