AgileLightning | deep learning framework for a more agile development process

by D-Yifan Python Version: Current License: GPL-3.0

X-Ray Key Features Code Snippets Community Discussions Vulnerabilities Install Support

kandi X-RAY | AgileLightning Summary

AgileLightning is a Python library. AgileLightning has no bugs, it has no vulnerabilities, it has build file available, it has a Strong Copyleft License and it has low support. You can download it from GitHub.

本框架借鉴网站开发中前后端分离的思想，对现有的框架进行接口定义，旨在更加快捷地进行深度学习实验，尤其是基于 Huggingface 的模型。通过对 PytorchLightning 进行进一步封装，在保证原有框架的灵活性的前提下，加入了更多新的功能：基于 Redis 的GPU实验排队、统一参数接口、实验结果自动上传 Comet、快速 Debug 以及批量运行等多种特性。仅仅需要新增三个文件就可以实现一个新的实验的开发并享有框架的全部功能，同时由于对模型、数据、训练和测试等流程的解耦，可以轻松移植同样使用本框架的相同项目。.

Support

Quality

Security

License

Reuse

Support

AgileLightning has a low active ecosystem.

It has 7 star(s) with 2 fork(s). There are 1 watchers for this library.

It had no major release in the last 6 months.

AgileLightning has no issues reported. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of AgileLightning is current.

Quality

AgileLightning has no bugs reported.

Security

AgileLightning has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

AgileLightning is licensed under the GPL-3.0 License. This license is Strong Copyleft.

Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

Reuse

AgileLightning releases are not available. You will need to build from source code and install.

Build file is available. You can build the component from source.

Installation instructions are not available. Examples and code snippets are available.

Top functions reviewed by kandi - BETA

kandi's functional review helps you automatically verify the functionalities of the libraries and avoid rework.
Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of AgileLightning

Get all kandi verified functions for this library.

AgileLightning Key Features

No Key Features are available at this moment for AgileLightning.

AgileLightning Examples and Code Snippets

No Code Snippets are available at this moment for AgileLightning.

Community Discussions

No Community Discussions are available at this moment for AgileLightning.Refer to stack overflow page for discussions.

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install AgileLightning

You can download it from GitHub.
You can use AgileLightning like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

Find more information at: