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머신러닝 · GitHub

모델 학습, 평가, 추론 프레임워크를 찾고 커뮤니티의 관심도를 비교하세요.

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PointTransformerV3

Pointcept

1,999스타+2in 24h
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.
머신러닝PythonGitHub

Awesome-Prompt-Engineering

promptslab

6,446스타+2in 24h
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

머신러닝TypeScriptApache-2.0GitHub

ao

pytorch

3,027스타+2in 24h

PyTorch native quantization for training and inference

머신러닝PythonGitHub

audio

pytorch

2,965스타+2in 24h

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

머신러닝PythonBSD-2-ClauseGitHub

examples

pytorch

24,090스타+2in 24h

컴퓨터 비전, 텍스트, 강화 학습 등을 다루는 PyTorch 예제 모음입니다.

머신러닝PythonBSD-3-ClauseGitHub

gloo

pytorch

1,466스타+2in 24h
gloo preview

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

머신러닝C++GitHub

ignite

pytorch

4,802스타+2in 24h
ignite preview

PyTorch에서 신경망을 유연하고 투명하게 학습하고 평가할 수 있도록 지원하는 고수준 라이브러리입니다.

  • 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
머신러닝PythonBSD-3-ClauseGitHub

TensorRT

pytorch

3,023스타+2in 24h

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

머신러닝PythonBSD-3-ClauseGitHub

aimet

qualcomm

2,747스타+2in 24h
aimet preview

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

머신러닝PythonGitHub

nanodet

RangiLyu

6,279스타+2in 24h
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🔥

머신러닝PythonApache-2.0GitHub

APKiD

rednaga

2,615스타+2in 24h
APKiD preview

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

머신러닝YARAGitHub

rllm

rllm-org

5,916스타+2in 24h

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.
머신러닝PythonApache-2.0GitHub

SuperMimic-Agent-WFArm

Robot-Nav

16스타+2in 24h
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。

머신러닝PythonMITGitHub

root

root-project

3,344스타+2in 24h
root preview

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

머신러닝C++GitHub