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Stabilise visualisation module
See original GitHub issueMotivation
Optuna has two visualisation backends: Plotly and Matplotlib. It would be great to minimise the difference between backends to provide consistent plots. Concretely,
- https://github.com/optuna/optuna/issues/3226
- Unify appearance between plotly and matplotlib
- https://github.com/optuna/optuna/issues/3225
- handle with the outliner such as
nan/inf.
In the same backend, we can improve more consistency among different plot functions. Concretely,
- Unify appearance among plot functions
Description
1. Add more Matplotlib tests
See https://github.com/optuna/optuna/issues/3226
2. Unify appearance between Plotly and Matplotlib
I’ve already created related issues:
- https://github.com/optuna/optuna/issues/2893
- https://github.com/optuna/optuna/issues/2913
- https://github.com/optuna/optuna/issues/3197
But feel free to let me know the thing that should be addressed by this issue.
3. Add unimplemented plot functions to optuna.visualization.matplotlib
4. handle with the outliner such as nan/inf.
5. Unify appearance among plot functions in the same backend
Issue Analytics
- State:
- Created 2 years ago
- Reactions:1
- Comments:10 (6 by maintainers)
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I will be working on
test_param_importances.pyI’m working on test_pareto_front.py.