Inspiration
Our team works in the area of machine learning and we have had the issue multiple times, that during a weekend long training something went horribly wrong and when we noticed it, it had already been doing weird stuff for multiple hours. Also sometimes you just wonder how your training is doing and want to look at some beautiful plots.
What it does
The library gives machine learning researchers and developers the ability to hook their training into a telegram bot so they can check plots, tweak parameters and do live inferencing.
How we built it
We used Python and mainly the libraries asyncio, python-telegram-bot and the pytorch companion libary ignite.
Challenges we ran into
We have two sources of asynchronity namely the user interaction and the events thrown by the training.
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