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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

omnisafe

PKU-Alignment

1,168スター+224時間
omnisafe preview

JMLR: OmniSafe is an infrastructural framework for accelerating SafeRL research.

機械学習PythonApache-2.0GitHub

plexe

plexe-ai

2,650スター+224時間
plexe preview

✨ Build a machine learning model from a prompt

機械学習PythonApache-2.0GitHub

PointTransformerV3

Pointcept

1,999スター+224時間
PointTransformerV3 preview

[CVPR'24 Oral] Official repository of Point Transformer V3 (PTv3). Also a pip-installable PyTorch + Triton package with pretrained Sonata, Concerto, and Utonia encoders.

  • Oct 2026: PTv3 is now a pip package, point-transformer-v3, with optimizations from Pointcept2, our next codebase. It needs no spconv or FlashAttention (plain PyTorch with Triton kernels), runs 1.7-4.7x faster with 18-31% less memory on the GPU, also runs on the CPU, and loads the Sonata, Concerto and Utonia weights. See docs/acceleration.md.
  • Apr 2024: PTv3 is selected as one of the 90 Oral presentations of CVPR'24.
機械学習PythonGitHub

Awesome-Prompt-Engineering

promptslab

6,446スター+224時間
Awesome-Prompt-Engineering preview

This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

機械学習TypeScriptApache-2.0GitHub

ao

pytorch

3,027スター+224時間

PyTorch native quantization for training and inference

機械学習PythonGitHub

audio

pytorch

2,965スター+224時間

Data manipulation and transformation for audio signal processing, powered by PyTorch

機械学習PythonBSD-2-ClauseGitHub

examples

pytorch

24,090スター+224時間

コンピュータービジョン、テキスト、強化学習などを扱う PyTorch のサンプル集です。

機械学習PythonBSD-3-ClauseGitHub

gloo

pytorch

1,466スター+224時間
gloo preview

Collective communications library with various primitives for multi-machine training.

機械学習C++GitHub

ignite

pytorch

4,802スター+224時間
ignite preview

PyTorchでニューラルネットワークの学習と評価を柔軟かつ透明に行うための高レベルライブラリ。

  • Less code than pure PyTorch while ensuring maximum control and simplicity
  • Library approach and no program's control inversion - Use ignite where and when you need
機械学習PythonBSD-3-ClauseGitHub

TensorRT

pytorch

3,023スター+224時間

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

機械学習PythonBSD-3-ClauseGitHub

aimet

qualcomm

2,747スター+224時間
aimet preview

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

機械学習PythonGitHub

crater

raids-lab

576スター+224時間
crater preview

Crater is a cloud-native AI training & inference platform.

機械学習GoApache-2.0GitHub

nanodet

RangiLyu

6,279スター+224時間
nanodet preview

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

機械学習PythonApache-2.0GitHub

pattern_classification

rasbt

4,210スター+224時間
pattern_classification preview

機械学習とパターン分類の課題を解決・理解するためのチュートリアルとサンプル集

機械学習Jupyter NotebookGPL-3.0GitHub

APKiD

rednaga

2,615スター+224時間
APKiD preview

Android Application Identifier for Packers, Protectors, Obfuscators and Oddities - PEiD for Android

機械学習YARAGitHub

rllm

rllm-org

5,916スター+224時間

Democratizing Reinforcement Learning for LLMs

  • Any harness. 10+ CLI harnesses (Claude Code, Codex, Terminus-2, mini-swe-agent, opencode, ...) plus Harbor-compatible task dirs. Or wrap your own agent — LangGraph, OpenAI Agents SDK, openai.OpenAI — with @rllm.rollout.
  • Any sandbox. Docker, Daytona, Modal, or local — with snapshot + warm-pool acceleration to keep rollouts cheap at training-scale.
機械学習PythonApache-2.0GitHub

SuperMimic-Agent-WFArm

Robot-Nav

16スター+224時間
SuperMimic-Agent-WFArm preview

探索类开源：SuperMimic与MimicAgent联动用于四轮足机械臂的统一协同控制与分层控制的训练方案。欢迎交流与共同探索。

機械学習PythonMITGitHub

root

root-project

3,344スター+224時間
root preview

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

機械学習C++GitHub