weecology / weecology/DeepForest
Better visualization, probably tensorboard, for users not using comet. Add to docs.
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dependencies
Docs
Feature Request
- Dominant language
- Python
- Stars
- 774
- Forks
- 265
- PR merge metrics
- No merged PRs in 30d
Description
Pytorch lightning auto logs to tensorboard, unless we turned that off.
https://lightning.ai/docs/pytorch/stable/visualize/logging_basic.html
We need to walk users on how to look at training curves.
related to #454
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reading the linked PyTorch Lightning logging guide and inspect the documentation structure to find where visualization guidance belongs. Document how users who are not using Comet can view training curves from the TensorBoard logs, and ensure the finished docs cover the basic workflow.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- documentation, machine-learning
- Issue type
- Documentation
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100