Metadata-Version: 1.1
Name: ml-dash
Version: 0.3.1
Summary: A Beautiful Visualization Dashboard For Machine Learning
Home-page: https://github.com/episodeyang/ml_logger/tree/master/ml-dash-server
Author: Ge Yang
Author-email: yangge1987@gmail.com
License: UNKNOWN
Description: ML-Dash, A Beautiful Visualization Dashboard for ML
        ===================================================
        
        |Downloads|
        
        *For detailed codumentation,
        see*\ `ml-dash-tutorial <https://ml-logger.readthedocs.io/en/latest/setting_up.html#ml-dash-tutorial>`__
        
        ML-dash replaces visdom and tensorboard. It allows you to see real-time
        updates, review 1000+ of experiments quickly, and dive in-depth into
        individual experiments with minimum mental effort.
        
        -  **Parallel Coordinates**
        -  **Aggregating Over Multiple Runs (with different seeds)**
        -  **Preview Videos, ``matplotlib`` figures, and images.**
        
        Usage
        -----
        
        To make sure you **install** the newest version of ``ml_dash``:
        
        .. code-block:: bash
        
           pip install ml-logger ml-dash --upgrade --no-cache
        
        There are two servers:
        
        1. a server that serves the static web-application files ``ml_dash.app``
        
           This is just a static server that serves the web application client.
        
           To run this:
        
           .. code-block:: bash
        
              python -m ml_dash.app
        
        2. the visualization backend ``ml_dash.server``
        
           This server usually lives on your logging server. It offers a
           ``graphQL`` API backend for the dashboard client.
        
           .. code-block:: bash
        
              python -m ml_dash.server --logdir=my/folder
        
           **Note: the server accepts requests from ``localhost`` only by
           default for safety reasons.** To overwrite this, see the
           documentation here:
           `ml-dash-tutorial <https://ml-logger.readthedocs.io/en/latest/setting_up.html#ml-dash-tutorial>`__
        
        Implementation Notes
        ~~~~~~~~~~~~~~~~~~~~
        
        See `https://github.com/episodeyang/ml_logger/tree/master/ml-dash-server/notes/README.md <https://github.com/episodeyang/ml_logger/tree/master/ml-dash-server/notes/README.md>`__
        
        .. |Downloads| image:: http://pepy.tech/badge/ml-dash
           :target: http://pepy.tech/project/ml-dash
        
Keywords: ml_logger,ml-logger,ml dash,ml-dash,ml_dashdashboard,machine learning,vis_server,logging,debug,debugging
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
