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機械学習 · GitHub

モデルの学習・評価・推論に使うフレームワークを探し、注目度を比較できます。

便利なGitHubプロジェクト

4,743 プロジェクト

ChatSpatial

cafferychen777

47スター+124時間
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

6,742スター+124時間
ai_quant_trade preview

株式AIトレーダー:学習、シミュレーション取引、実運用に対応したオールインワンプラットフォーム。株式の基礎、戦略、LLM、ファクターマイニング、ML/DL/RL、グラフネットワーク、HFT、C++デプロイ、JoinQuantコードをカバーします。

  • 🏦 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
機械学習Jupyter NotebookApache-2.0GitHub

dfdx

chelsea0x3b

1,944スター+124時間

Deep learning in Rust, with shape checked tensors and neural networks

OpenSTL

chengtan9907

1,164スター+124時間
OpenSTL preview

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

機械学習PythonApache-2.0GitHub

EdgeSAM

chongzhou96

1,181スター+124時間
EdgeSAM preview

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

機械学習Jupyter NotebookGitHub

3DDFA_V2

cleardusk

3,162スター+124時間
3DDFA_V2 preview

The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

1,450スター+124時間
Oceananigans.jl preview

🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

CLUE

CLUEbenchmark

4,290スター+124時間
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

1,639スター+124時間
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.

avalanche

ContinualAI

2,118スター+124時間

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

gpytorch

cornellius-gp

3,937スター+124時間

A highly efficient implementation of Gaussian Processes in PyTorch

OmniShow

Correr-Zhou

476スター+124時間
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.
機械学習PythonApache-2.0GitHub

ai-agent-tools

cporter202

527スター+124時間
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
1,270スター+124時間
maia-chess preview

Maia is a human-like neural network chess engine trained on millions of human games.

機械学習PythonGPL-3.0GitHub

LTSF-Linear

cure-lab

2,532スター+124時間
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.
機械学習PythonApache-2.0GitHub

CV-CUDA

CVCUDA

2,735スター+124時間
CV-CUDA preview

CV-CUDA™ is an open-source, GPU accelerated library for cloud-scale image processing and computer vision.

pySigLib

daniil-shmelev

28スター+124時間

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.
機械学習C++Apache-2.0GitHub