diff --git a/package/samplers/tpe_tutorial/README.md b/package/samplers/tpe_tutorial/README.md index 8774c0a1..5702af09 100644 --- a/package/samplers/tpe_tutorial/README.md +++ b/package/samplers/tpe_tutorial/README.md @@ -3,7 +3,7 @@ author: Shuhei Watanabe title: Tree-Structured Parzen Estimator; Understanding Its Algorithm Components and Their Roles for Better Empirical Performance description: The optimizer that reproduces the algorithm described in the paper ``Tree-Structured Parzen Estimator; Understanding Its Algorithm Components and Their Roles for Better Empirical Performance''. tags: [sampler, tpe, paper, research] -optuna_versions: [v4.0.0b0] +optuna_versions: [v4.0.0] license: MIT License --- @@ -19,6 +19,18 @@ The default parameter set of this sampler is the recommended setup from the pape - CustomizableTPESampler +## Installation + +The version constraint of this package is Optuna v4.0.0 or later. + +```shell +# The requirement is only Optuna. +$ pip install optuna + +# You can also optionally install as follows: +$ pip install -r https://hub.optuna.org/samplers/tpe_tutorial/requirements.txt +``` + ## Example This sampler supports the arguments discussed in [the original paper](https://arxiv.org/abs/2304.11127) and can be used in this way. diff --git a/package/samplers/tpe_tutorial/requirements.txt b/package/samplers/tpe_tutorial/requirements.txt new file mode 100644 index 00000000..ce15ad81 --- /dev/null +++ b/package/samplers/tpe_tutorial/requirements.txt @@ -0,0 +1 @@ +optuna>=4.0.0 \ No newline at end of file