c-bata

Fix the bug while scrolling on tmux. refs #119 

Consider better fuzzy match algorithm.

1

# Suggestions Fuzzy match filter is added at https://github.com/c-bata/go-prompt/pull/92. This is quite simple but some people might think this is not convenient in some situations. For example, when you wanna...

Catch a signal that window size is changed on Windows

2

I wrote that "windows support is almost perfect" in change log of v0.2.1 but I noticed a critical bug a while ago :( Current implementation of go-prompt cannot catch signal...

Generate suggestions from cobra.Command recursively.

1

Generate suggestions from cobra.Command defined at kubectl: https://github.com/kubernetes/kubernetes/blob/d7cadf5d180277cfed7fd57d1e1a125c538bd751/pkg/kubectl/cmd/cmd.go#L221

Warn unused parameters in `enqueue_trial()`

1

## Motivation Close #3770 ## Description of the changes Add `warn_unused_parameter_callback` callback function and enable it by default. ## TODO * [ ] Check whether this change shows duplicated warning...

Support OrdinalChoicesDistribution for Kubeflow/Katib.

4

See the following code comment of Katib. ```go // Use categorical distribution instead of goptuna.DiscreteUniformDistribution // because goptuna.DiscreteUniformDistributions needs to declare the parameter // space with minimum value, maximum value...

* [ ] https://github.com/optuna/optuna/pull/1126 * [ ] https://github.com/optuna/optuna/pull/1166 * [ ] https://github.com/optuna/optuna/pull/1562

Implement fANOVA in Pure Go. See https://github.com/optuna/optuna/pull/1106 * Paper: http://proceedings.mlr.press/v32/hutter14.html * Original implementation: https://github.com/automl/fanova * Rust implementation by sile: https://github.com/sile/fanova * It looks that he also implements RandomForest from scratch.

See https://github.com/optuna/optuna/pull/2526

The benchmark script of Optuna samplers are slow because it is written in Python. Caching the benchmark result of Optuna samplers makes CI faster.