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Apprentissage automatique · GitHub

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

Projets GitHub utiles

4,743 projets

ChatSpatial

cafferychen777

47étoiles+1in 24h
ChatSpatial preview

MCP server for spatial transcriptomics analysis through natural language interfaces.

  • Data Loading & Preprocessing - Scanpy I/O, QC, Normalization, HVG, PCA, Neighbors
  • Visualization - Spatial plots, Embedding plots, Gene expression overlays

ai_quant_trade

charliedream1

6,742étoiles+1in 24h
ai_quant_trade preview

Stock AI Trader : une plateforme tout-en-un pour apprendre et pratiquer le trading simulé ou en réel. Elle couvre les bases des actions, les stratégies, les LLM, le factor mining, le ML/DL/RL, les réseaux de graphes, le HFT, le déploiement en C++ et le code JoinQuant.

  • 🏦 One-Stop Platform - Full-process coverage from learning and simulation to live trading
  • 📈 Diverse Strategies - LLMs, alpha mining, traditional strategies, ML, DL, RL, GNN, high-frequency trading
Apprentissage automatiqueJupyter NotebookApache-2.0GitHub

EdgeSAM

chongzhou96

1,181étoiles+1in 24h
EdgeSAM preview

Official PyTorch implementation of "EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM"

CLUE

CLUEbenchmark

4,290étoiles+1in 24h
CLUE preview

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

QRec

Coder-Yu

1,639étoiles+1in 24h
QRec preview

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

  • Cross-platform: QRec can be easily deployed and executed in any platforms, including MS Windows, Linux and Mac OS.
  • Fast execution: QRec is based on Numpy, Tensorflow and some lightweight structures, which make it run fast.

OmniShow

Correr-Zhou

476étoiles+1in 24h
OmniShow preview

[ICML 2026] ByteDance's All-in-One Video Generation Model for Human-Object Interaction Video Generation

  • Multimodal Controllable Model: OmniShow is the first all-in-one model for Human-Object Interaction Video Generation (HOIVG) with text, reference image, audio, and pose conditioning.
  • Flexible Task Coverage: A single model supports R2V, RA2V, RP2V, and RAP2V generation within one coherent framework.

ai-agent-tools

cporter202

527étoiles+1in 24h
ai-agent-tools preview

A curated collection of AI tools, utilities, and resources for developers and creators

  • Content Editing: Edit AI-generated content before posting to ensure perfect alignment with your vision
  • Brand Voice Training: Customize the AI to match your specific brand voice and tone

LTSF-Linear

cure-lab

2,532étoiles+1in 24h
LTSF-Linear preview

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

  • Add a benchmark for long-term time series forecasting.
  • Support both Univariate and Multivariate long-term time series forecasting.

pySigLib

daniil-shmelev

28étoiles+1in 24h

Fast path signatures, log signatures, and signature kernels with PyTorch, JAX, and CUDA support

  • Signatures Truncated signatures and individual coefficients. - Log-signatures Truncated log signatures in full or compact Lyndon coordinates. - Signature kernels Kernels and metrics for sequential data.
  • Branched signatures Branched signatures, branched log signatures and branched signature kernels. - Signature streams Online updates and constant-time interval queries. - Backpropagation Manual and automatic backpropagation with PyTorch and JAX support.