Metadata-Version: 1.2
Name: mautil
Version: 0.2.1
Summary: An deep leaning util based on tensorflow
Home-page: https://github.com/amxineohp/mautil
Author: tom
Author-email: 8tom147@gmail.com
License: Apache License 2.0
Description: # mautil
        An deep learning util based on tensroflow.
        - easy to build model and do experiments
        - easy to debug
        - support for colab tpu
        - no need to transfer data to tf records(non tpu)
        
        # requirements
        tensorflow >= 1.11
        
        # Install
        `pip install mautil`
        
        # Demo
        ## Text style transfer
        - There are two text style transfer models. CA is an implementation of the  paper  [Style Transfer from Non-Parallel Text byCross-Alignment](https://papers.nips.cc/paper/7259-style-transfer-from-non-parallel-text-by-cross-alignment.pdf). CAR model just use reinforcement learning to bypass gumbel softmax
        - run the text style transfer model in debug mode
        
          `python train.py -m CAR -dataset yelp -d`
        
        ## TPU
        - see the [notebook](demo/colab/mautil_tfxl_colab_tpu.ipynb) about how to train a transformer-xl model for dataset wikitext103
        - the demo is for colab cloud tpu, you need google cloud storage access to run the demo
        
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Programming Language :: Python
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Programming Language :: Python :: 3.5
Classifier: Topic :: Utilities
Requires-Python: >=3.5
