Apprentissage automatique · GitHub

Explorez les outils pour entraîner, évaluer et exécuter des modèles, et comparez leur popularité.

GitHot

Projets GitHub utiles

4,743 projetsUpdated --

433

ScanNet

2,365étoiles+2in 24h

ScanNet is an RGB-D video dataset containing 2.5 million views in more than 1500 scans, annotated with 3D camera poses, surface reconstructions, and instance-level semantic segmentations.

Apprentissage automatiqueCGitHub

434

SciMLBook

SciML

2,054étoiles+2in 24h

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

Apprentissage automatiqueHTMLGitHub

435

scvi-tools

scverse

1,727étoiles+2in 24h

Deep probabilistic analysis of single-cell and spatial omics data

Apprentissage automatiquePythonBSD-3-ClauseGitHub

436

retinaface

serengil

2,072étoiles+2in 24h

RetinaFace: Deep Face Detection Library for Python

Apprentissage automatiquePythonMITGitHub

437

minimalRL

seungeunrho

3,271étoiles+2in 24h

Implémentations d’algorithmes de base d’apprentissage par renforcement en un minimum de lignes de code (basées sur PyTorch).

Apprentissage automatiquePythonMITGitHub

438

Open-Source AI Camera Skills Platform, AI NVR & CCTV Surveillance. Local VLM video analysis with Qwen, DeepSeek, SmolVLM, LLaVA, YOLO26. LLM-powered agentic security camera agent — watches, understands, remembers & guards your home via Telegram, Discord or Slack. Pluggable AI skills. OpenAI, Google, Anthropic or local AI. Runs on Mac Mini & AI PC.

Apprentissage automatiqueJavaScriptMITGitHub

439

Finance

shashankvemuri

4,376étoiles+2in 24h

Boîte à outils Python pour la finance quantitative : analyse d’actions, indicateurs techniques, backtesting de stratégies, optimisation de portefeuille et modélisation financière.

Apprentissage automatiquePythonMITGitHub

440

skorch

skorch-dev

6,188étoiles+2in 24h

A scikit-learn compatible neural network library that wraps PyTorch

Apprentissage automatiqueJupyter NotebookBSD-3-ClauseGitHub

441

silero-models

snakers4

6,192étoiles+2in 24h

Silero Models: pre-trained text-to-speech models made embarrassingly simple

Apprentissage automatiqueJupyter NotebookGitHub

442

tabicl

soda-inria

1,484étoiles+2in 24h

TabICLv2: An open tabular foundation model

Apprentissage automatiquePythonGitHub

443

react-native-executorch

software-mansion

1,791étoiles+2in 24h

High-performance, privacy-first on-device AI inference library for React Native, powered by PyTorch's ExecuTorch runtime

Native Hardware Acceleration: Optimized execution delegates across backends: XNNPACK (CPU), Core ML & MLX (Apple Silicon), and Vulkan (Android GPU).
100% Offline & Private: Zero cloud inference costs and zero network dependency after model download. No user data ever leaves the device.

Apprentissage automatiqueTypeScriptGitHub

444

augraphy

sparkfish

593étoiles+2in 24h

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

Apprentissage automatiquePythonMITGitHub

445

speechbrain

11,936étoiles+2in 24h

A PyTorch-based Speech Toolkit

Training Orchestration: The Brain class serves as a fully customizable tool for managing training and evaluation loops over data. It simplifies training loops while providing the flexibility to override any part of the process.
Hyperparameter Management: A YAML-based hyperparameter file specifies all hyperparameters, from individual numbers (e.g., learning rate) to complete objects (e.g., custom models). This elegant solution drastically simplifies the training script.

Apprentissage automatiquePythonApache-2.0GitHub

446

Tensor-Puzzles

srush

4,446étoiles+2in 24h

Résolvez des énigmes. Améliorez vos compétences en PyTorch.

Apprentissage automatiqueJupyter NotebookMITGitHub

447

stanza

stanfordnlp

7,915étoiles+2in 24h

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Apprentissage automatiquePythonGitHub

448

stardist

1,295étoiles+2in 24h

StarDist - Object Detection with Star-convex Shapes

Apprentissage automatiquePythonBSD-3-ClauseGitHub

449

Restormer

swz30

2,675étoiles+2in 24h

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

Apprentissage automatiquePythonMITGitHub

450

FlashTopK

Tencent-Hunyuan

16étoiles+2in 24h

Fast, exact fused top-k selection for learned sparse attention training and inference, from HyScale (Tencent Hy).

Fast: the fastest open-source implementation.
Robust: stays fast on trained and untrained indexers. Adaptive key pruning decides per call whether to skip keys by a score bound.

Apprentissage automatiquePythonApache-2.0GitHub

451

Transfer-Learning-Library

thuml

3,948étoiles+2in 24h

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

Apprentissage automatiquePythonMITGitHub

452

Anime4KCPP

TianZerL

2,044étoiles+2in 24h

A high performance anime upscaler

Apprentissage automatiqueC++GPL-3.0GitHub

453

lacuna-research-mcp

tiptreesystems

66étoiles+2in 24h

MCP server for Lacuna, a research map for machine learning: search directions, papers, authors, venues, and AI-generated research proposals.

Apprentissage automatiquePythonMITGitHub

454

burn

tracel-ai

16,270étoiles+2in 24h

Burn est une bibliothèque de tenseurs et un framework de deep learning de nouvelle génération qui ne fait aucun compromis sur la flexibilité, l’efficacité et la portabilité.

Apprentissage automatiqueRustApache-2.0GitHub

455