allegroai/trains

By allegroai

Updated over 5 years ago

Auto-Magical Experiment Manager & Version Control for AI

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allegroai/trains repository overview

The trains-server is the backend service infrastructure for TRAINS (see: https://github.com/allegroai/trains). It allows multiple users to collaborate and manage their experiments. By default, TRAINS is set up to work with the TRAINS demo server, which is open to anyone and resets periodically. In order to host your own server, you will need to install trains-server and point TRAINS to it.

trains-server contains the following components:

  • RESTful API for documenting and logging experiment information, statistics and results
  • The TRAINS Web-App, a single-page UI for experiment management and browsing
  • Locally-hosted file server for storing images and models making them easily accessible using the Web-App

For installation instructions, see https://github.com/allegroai/trains-server#installation---docker

The trains-server's code is freely available in https://github.com/allegroai/trains-server.

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195.2 MB

Last updated

over 5 years ago

docker pull allegroai/trains:0.16.1-344