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Aprendizaje automático · GitHub

Explora herramientas para entrenar, evaluar y ejecutar modelos, y compara el interés de la comunidad.

Proyectos útiles de GitHub

4,743 proyectos
1,999estrellas+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.

ignite

pytorch

4,802estrellas+2in 24h
ignite preview

Biblioteca de alto nivel para entrenar y evaluar redes neuronales en PyTorch de forma flexible y transparente.

  • 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

aimet

qualcomm

2,747estrellas+2in 24h
aimet preview

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

nanodet

RangiLyu

6,279estrellas+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🔥

rllm

rllm-org

5,916estrellas+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.