Metadata-Version: 1.1
Name: tensorflow-qnd
Version: 0.0.2
Summary: Quick and Distributed TensorFlow command framework
Home-page: http://github.com/raviqqe/tensorflow-qnd/
Author: Yota Toyama
Author-email: raviqqe@gmail.com
License: Public Domain
Description: # tensorflow-qnd
        
        [![Build Status](https://travis-ci.org/raviqqe/tensorflow-qnd.svg?branch=master)](https://travis-ci.org/raviqqe/tensorflow-qnd)
        [![License](https://img.shields.io/badge/license-unlicense-lightgray.svg)](https://unlicense.org)
        
        Quick and Distributed TensorFlow command framework
        
        tensorflow-qnd is a TensorFlow framework to create commands to experiment with
        models on multiple computers.
        
        
        ## Installation
        
        Python 3.5+ and TensorFlow 0.12+ are required.
        
        ```
        $ pip3 install --user --upgrade tensorflow-qnd
        ```
        
        
        ## Usage
        
        WIP
        
        
        ## Examples
        
        See [examples](examples) directory.
        
        
        ## Design
        
        All users need to do is to define model and input functions.
        
        - Model function : features and labels... -> predictions, loss, train op, eval metrics (if any)
        - Input function : filename queue -> features, labels
          - Features and labels can be a `dict` of `str` to `tf.Tensor` or a single `tf.Tensor`.
          - Features and labels should be batched.
          - Its input is a filename queue so that users can use [Readers](https://www.tensorflow.org/api_docs/python/io_ops/readers#FixedLengthRecordReader).
        
        
        ## License
        
        [The Unlicense](https://unlicense.org)
        
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: Public Domain
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: System :: Networking
