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机器学习 · GitHub

发现模型训练、评估与推理框架,比较深度学习和机器学习项目的社区关注度。

实用 GitHub 项目

4,743 个项目

dali_backend

triton-inference-server

148星标
dali_backend preview

The Triton backend that allows running GPU-accelerated data pre-processing pipelines implemented in DALI's python API.

server

triton-inference-server

11,136星标

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

机器学习PythonBSD-3-ClauseGitHub
452星标
persian-license-plate-recognition preview

PLPR utilizes YOLOv5 and custom models for high-accuracy Persian license plate recognition, featuring real-time processing and an intuitive interface in an open-source framework.

机器学习PythonGPL-3.0GitHub

tslearn

tslearn-team

3,191星标

The machine learning toolkit for time series analysis in Python

  • UCR Datasets - Scaling - TimeSeriesKMeans - KNN Classifier - KNN Regressor - Dynamic Time Warping
  • Generators - Piecewise - KShape - TimeSeriesSVC - TimeSeriesSVR - Global Alignment Kernel
机器学习PythonBSD-2-ClauseGitHub

tadpole

tum-pbs

29星标
tadpole preview

[NeurIPS2026] Flexible scientific foundation models trained with synthetic online data generation

机器学习PythonApache-2.0GitHub

RID

TUMFTM

33星标

Roof Information Dataset for CV-Based Photovoltaic Potential Assessment

机器学习PythonLGPL-3.0GitHub
78星标

The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends

  • Supports E-Mail, Discord, Slack, Teams, Telegram

Qix

ty4z2008

15,243星标

机器学习、深度学习、PostgreSQL、分布式系统、Node.js、Golang

PPLM

uber-research

1,154星标
PPLM preview

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

机器学习PythonApache-2.0GitHub

orbit

uber

2,083星标
orbit preview

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

1,895星标

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

机器学习PythonApache-2.0GitHub