pytorch/ignite

Livelossplot logger

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#1,069 opened on May 26, 2020

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HacktoberfestPyDataGlobalenhancementhelp wanted

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Description

🚀 Feature - Livelossplot logger

The logger that is similar to Neptune, W&B, tensorboard loggers available in Ignite. livelossplot: https://github.com/stared/livelossplot ignite plugin that is available in the livelossplot:https://github.com/stared/livelossplot/blob/master/livelossplot/inputs/pytorch_ignite.py notebook example: https://github.com/stared/livelossplot/blob/master/examples/pytorch-ignite.ipynb The logger can be extended to log other things in addition to metrics (for ex. learning rate).

Contributor guide

Research direction
Implement a custom logger in Ignite that integrates with livelossplot, following the pattern of existing loggers like Neptune or W&B.
Tech stack
python
Domain
machine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonGitPyTorch
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60