Metadata-Version: 1.1
Name: modeldb
Version: 0.0.1a7
Summary: A system to manage machine learning models
Home-page: https://github.com/mitdbg/modeldb/tree/master/client
Author: Manasi Vartak, MIT DB Group
Author-email: modeldb@csail.mit.edu
License: MIT
Description: =======
        modeldb
        =======
        
        A python client for working with `ModelDB machine learning management system <http://modeldb.csail.mit.edu>`_.
        
        This library makes it easy for users of the `ModelDB ML management system <http://modeldb.csail.mit.edu>`_ to automatically catalog models built with `scikit-learn <scikit-learn.org>`_.
        
        
        ModelDB is an end-to-end system for managing machine learning models. It ingests models and associated metadata as models are being trained, stores model data in a structured format, and surfaces it through a web-frontend for rich querying. ModelDB runs on python 2.X and 3.X, and can be used with any ML environment via the ModelDB Light API.
        
        
        Quick start
        ===========
        
        Install
        -------
        
        You can install it using ``pip`` directly from PyPI::
        
            pip install modeldb
        
        
        Custom Configuration
        --------------------
        
        Once installed, you can create a custom syncing scheme setup by typing::
        
            python -m modeldb create_config
        
        Unless an alternative syncing scheme is specialized, modeldb will use the packaged `syncer.json` defaults.
        
        
        Use
        ---
        
        This library requires a connection to a ModelDB server to work. You can see the `getting started docs here <https://github.com/mitdbg/modeldb/blob/master/docs/getting_started/scikit_learn.md>`_.
        
        Additional documentation on the `light_api <light_api.md>`_ and `scikit-learn client <scikit_learn.md>`_ is also available.
        
Keywords: machine learning ML model catalog
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3.5
