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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

point2vec

karimknaebel

102スター
point2vec preview

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

localmod

KOKOSde

117スター
localmod preview

Self-hosted content moderation API that outperforms Amazon Comprehend. 100% offline, your data never leaves your server. Text + Image moderation.

59スター

🤖 零基础 AI 学习之路 | 30 天从小白到实战 | Python → 机器学习 → 深度学习 → Agent应用 → 项目实战 一个完整的 AI 入门教程,包含: 📚 30 天系统教程(费曼学习法·大白话讲解) 💻 9 个完整项目(图像分类·文本生成·目标检测·模型部署·AI客服·数据分析·智能投研·RAG·AutoGPT) 🎯 200+ 代码示例(可直接运行) 🆓 完全免费开源(MIT 许可证) 📖 配套教程:CSDN专栏 https://blog.csdn.net/m0_67081842 ⭐ 如果有帮助,欢迎 Star 支持!

LaneATT

lucastabelini

700スター
LaneATT preview

Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)

PASQA

lycorp-jp

26スター

PASQA: Pitch-Accent-Focused Speech Quality Assessment Model Trained on Synthetic Speech with Accent Errors

機械学習PythonCC0-1.0GitHub
31スター
nsfw_sherlock preview

Free, self-hosted image moderation API in Go. Check NSFW images on your own server with HTTP, gRPC, Docker, and optional OCR. No subscription or per-image API fees.

magnetron

MarioSieg

709スター

A zero-dependency ML framework in C with a modern Python API for full control over execution and memory.

  • Practical, not just educationalCapable of running modern LLM inference (e.g. Qwen3 in BF16), not just toy models.
  • Small, controllable ML runtimeDesigned to stay inspectable end-to-end - no hidden execution layers or opaque backends.

cvpods

Megvii-BaseDetection

663スター
cvpods preview

All-in-one Toolbox for Computer Vision Research.

機械学習PythonApache-2.0GitHub

merlin

merlinquantum

39スター

MerLin enables researchers to build, train, and benchmark photonic quantum machine learning models using familiar ML tools.

torchopt

metaopt

639スター
torchopt preview

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

機械学習PythonApache-2.0GitHub

thunder

MICS-Lab

51スター
thunder preview

[NeurIPS25 D&B Spotlight] A tile-level histopathology image understanding benchmark

機械学習PythonCC-BY-4.0GitHub

skills

ml4t

44スター

Agent skills for Machine Learning for Algorithmic Trading: leakage-safe quant ML, backtesting, validation, and autonomous research workflows.

  • Method discipline: every skill teaches a concept-first WRONG/CORRECT pattern.
  • Book alignment: skills map to the chapters and case-study workflow in Machine Learning for Algorithmic Trading.
機械学習PythonApache-2.0GitHub

PeakPulse-AI

mrcanlaco

98スター

PeakPulse AI — Real-Time Financial Market Anomaly Detection & Time-Series Machine Learning Engine

swin2sr

mv-lab

697スター
swin2sr preview

[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr

機械学習PythonApache-2.0GitHub
860スター
gpt-tokenizer preview

The fastest JavaScript BPE Tokenizer Encoder Decoder for OpenAI's GPT models (gpt-5, gpt-o*, gpt-4o, etc.). Port of OpenAI's tiktoken with additional features.

  • Support for easily tokenizing chats thanks to the encodeChat function
  • Support for all current OpenAI models, including GPT-5, GPT-4.1, GPT-4o, o1/o3/o4, gpt-oss, realtime, audio, transcription, image, and video models
機械学習TypeScriptMITGitHub

direct

NKI-AI

321スター

Deep learning framework for MRI reconstruction

  • MRI data and sampling. Multi-coil static, dynamic, and multislice volumes; coil-sensitivity estimation; and a library of Cartesian, radial, spiral, Poisson, Gaussian, and k-t masks. A learned Adaptive Dynamic Sampler (ADS) can also choose lines or pixels under a fixed acceleration budget.
  • Reconstruction models. vSHARP, RecurrentVarNet, VarNet, RIM / CIRIM, LPDNet, XPDNet, IterDualNet, ConjGradNet, Joint-ICNet, KIKI-Net, MultiDomainNet, VarSplitNet, U-Net (2D / 3D), MEDL, and transformer reconstructors (ViT, UFormer) in image or k-space.
機械学習PythonApache-2.0GitHub