Metadata-Version: 2.1
Name: optuna-dashboard
Version: 0.4.1
Summary: Real-time dashboard for Optuna.
Home-page: https://github.com/optuna/optuna-dashboard
Author: Masashi Shibata
Author-email: m.shibata1020@gmail.com
License: MIT License
Description: # optuna-dashboard
        
        ![Software License](https://img.shields.io/badge/license-MIT-brightgreen.svg?style=flat-square)
        
        Real-time dashboard for [Optuna](https://github.com/optuna/optuna).
        Code files were originally taken from [Goptuna](https://github.com/c-bata/goptuna).
        
        ## Usage
        
        You can install optuna-dashboard via [PyPI](https://pypi.org/project/optuna-dashboard/) or [conda-forge](https://anaconda.org/conda-forge/optuna-dashboard).
        
        ```
        $ pip install optuna-dashboard
        ```
        
        or
        
        ```
        $ conda install -c conda-forge optuna-dashboard
        ```
        
        Then please execute `optuna-dashboard` command with Optuna storage URL.
        
        ```
        $ optuna-dashboard sqlite:///db.sqlite3
        Bottle v0.12.18 server starting up (using WSGIRefServer())...
        Listening on http://localhost:8080/
        Hit Ctrl-C to quit.
        ```
        
        <details>
        
        <summary>more command line options</summary>
        
        ```console
        $ optuna-dashboard -h
        usage: optuna-dashboard [-h] [--port PORT] [--host HOST] [--version] [--quiet] storage
        
        Real-time dashboard for Optuna.
        
        positional arguments:
          storage        DB URL (e.g. sqlite:///example.db)
        
        optional arguments:
          -h, --help     show this help message and exit
          --port PORT    port number (default: 8080)
          --host HOST    hostname (default: 127.0.0.1)
          --version, -v  show program's version number and exit
          --quiet, -q    quiet
        ```
        
        </details>
        
        ## Features
        
        ### Manage studies
        
        You can create and delete studies from Dashboard.
        
        ![optuna-dashboard-create-delete-study](https://user-images.githubusercontent.com/5564044/114265534-40b87100-9a2c-11eb-947f-02448809d8cd.gif)
        
        ### Visualize with interactive graphs
        
        Interactive live-updating graphs for optimization history, parallel coordinate, intermediate values and hyperparameter importances.
        
        ![optuna-dashboard-realtime-graph](https://user-images.githubusercontent.com/5564044/114265619-d81dc400-9a2c-11eb-9a26-a4577574312e.gif)
        
        ### Rich trials data grid
        
        You can walk-through trials by filtering and sorting.
        
        ![optuna-dashboard-trials-datagrid](https://user-images.githubusercontent.com/5564044/114265667-20d57d00-9a2d-11eb-8b9c-69541c9b4a28.gif)
        
        
        ## Submitting patches
        
        If you want to contribute, please check [Developers Guide](./DEVELOPMENT.md).
        
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Intended Audience :: Science/Research
Requires-Python: >=3.6
Description-Content-Type: text/markdown
