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Sep 30, 2025
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Update README and docs #111

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6 changes: 3 additions & 3 deletions README.md
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OptunaHub: Feature-sharing platform for Optuna
OptunaHub: A Platform for Black-Box Optimization
==================

![OptunaHub](https://github.com/user-attachments/assets/ee24b6eb-a431-4e02-ae52-c2538ffe01ee)
![OptunaHub](https://github.com/user-attachments/assets/df21f6d7-9f39-48a1-a824-6b060f7503e2)

[![Python](https://img.shields.io/badge/python-3.8%20%7C%203.9%20%7C%203.10%20%7C%203.11%20%7C%203.12-blue)](https://www.python.org)
[![pypi](https://img.shields.io/pypi/v/optunahub.svg)](https://pypi.python.org/pypi/optunahub)
Expand All @@ -15,7 +15,7 @@ OptunaHub: Feature-sharing platform for Optuna
| :question: [**FAQ**](https://optuna.github.io/optunahub/faq.html)
| [**Optuna.org**](https://optuna.org/)

[*OptunaHub*](https://hub.optuna.org/) is a platform for sharing algorithms in [Optuna](https://optuna.org/), a powerful and flexible hyperparameter optimization framework. OptunaHub provides implementations of state-of-the-art optimization algorithms and visualization of optimization results for analysis. You can also publish your algorithm implementation on the platform and make it available to Optuna users around the world.
[*OptunaHub*](https://hub.optuna.org/) is a platform for black-box optimizaiton. On the basis of [Optuna](https://optuna.org/), a powerful and flexible black-box optimization framework, OptunaHub provides implementations of state-of-the-art optimization algorithms and visualization of optimization results for analysis. You can also publish your algorithm implementation on the platform and make it available to Optuna users around the world.


This is the repository of the optunahub Python Library to use packages published in [OptunaHub](https://hub.optuna.org/). If you would like to register your package in OptunaHub, please contribute by creating a pull request to [the optunahub-registry repository](https://github.com/optuna/optunahub-registry).
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4 changes: 2 additions & 2 deletions docs/source/index.rst
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Welcome to OptunaHub's documentation!
=====================================

`OptunaHub <https://hub.optuna.org/>`__ is a registry of third-party packages designed for `Optuna <https://optuna.org>`__.
It allows users to share and discover Optuna packages that are not included in the official Optuna distribution.
`OptunaHub <https://hub.optuna.org/>`__ is a platform for black-box optimization.
It hosts a registry of third-party packages designed for `Optuna <https://optuna.org>`__ and allows users to share and discover Optuna packages that are not included in the official Optuna distribution.
The `optunahub <https://github.com/optuna/optunahub/>`__ library provides Python APIs to load and use packages from the OptunaHub registry.
Please check out `Tutorials for Users <./tutorials_for_users/index.html>`__ as well.

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