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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

4,745 个项目

Open-Assistant

LAION-AI

37,349星标

OpenAssistant 是一款对话式助手，能够理解任务、与第三方系统交互，并为此动态检索信息。

机器学习PythonApache-2.0GitHub

magenta-realtime

magenta

1,865星标

Magenta RealTime 2: An Open-Weights Live Music Model

  • magenta_rt/ — Python inference library (JAX / MLX backends).
  • core/ — C++ inference library (magentart::core).
机器学习PythonApache-2.0GitHub

CTranslate2

OpenNMT

4,749星标

Transformer 模型的快速推理引擎

  • Fast and efficient execution on CPU and GPUThe execution is significantly faster and requires less resources than general-purpose deep learning frameworks on supported models and tasks thanks to many advanced optimizations: layer fusion, padding removal, batch reordering, in-place operations, caching mechanism, etc.
  • Quantization and reduced precisionThe model serialization and computation support weights with reduced precision: 16-bit floating points (FP16), 16-bit brain floating points (BF16), 16-bit integers (INT16), 8-bit integers (INT8) and AWQ quantization (INT4).
机器学习C++MITGitHub

50-Final-Year-Projects-with-Source-Code

Projects-Developer

1,190星标
50-Final-Year-Projects-with-Source-Code preview

Final year projects are a crucial part of a student's academic journey, particularly in the fields of engineering, computer science, and other technical disciplines.50 Final year Projects Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

机器学习GitHub

benchmark

pytorch

1,056星标

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

机器学习PythonBSD-3-ClauseGitHub

AAAMLP-CN

ytzfhqs

1,987星标

Approaching (Almost) Any Machine Learning Problem中译版，在线文档地址：https://ytzfhqs.github.io/AAAMLP-CN/

机器学习Jupyter NotebookGitHub

machine-learning-for-software-engineers

ZuzooVn

28,879星标
machine-learning-for-software-engineers preview

成为机器学习工程师的完整每日学习计划。

  • "You can, but it is far more difficult than when I got into the field." Drac Smith
  • "I'm hiring machine learning experts for my team and your MOOC will not get you the job (there is better news below). In fact, many people with a master's in machine learning will not get the job because they (and most who have taken MOOCs) do not have a deep understanding that will help me solve my problems." Ross C. Taylor
机器学习CC-BY-SA-4.0GitHub

first-order-model

AliaksandrSiarohin

14,987星标
first-order-model preview

This repository contains the source code for the paper First Order Motion Model for Image Animation

机器学习Jupyter NotebookMITGitHub