Metadata-Version: 2.1
Name: dnn-inference
Version: 0.12
Summary: Dnn-Inference is a Python module for hypothesis testing based on deep neural networks.
Home-page: https://github.com/statmlben/dnn-inference
Author: Ben Dai
Author-email: bendai@cuhk.edu.hk
License: MIT
Description: .. -*- mode: rst -*-
        
        |PyPi|_ |Keras|_ |MIT| |Python3| |tensorflow|_ |downloads|_ |downloads_month|_
        
        .. |dAI| image:: https://img.shields.io/badge/Powered%20by-cuhk%40dAI-purple.svg
        .. _dAI: https://www.bendai.org
        
        .. |PyPi| image:: https://badge.fury.io/py/dnn-inference.svg
        .. _PyPi: https://badge.fury.io/py/dnn-inference
        
        .. |Keras| image:: https://img.shields.io/badge/keras-tf.keras-red.svg
        .. _Keras: https://keras.io/
        
        .. |MIT| image:: https://img.shields.io/pypi/l/varsvm.svg
        
        .. |Python3| image:: https://img.shields.io/badge/python-3-green.svg
        
        .. |tensorflow| image:: https://img.shields.io/badge/keras-tensorflow-blue.svg
        .. _tensorflow: https://www.tensorflow.org/
        
        .. |downloads| image:: https://pepy.tech/badge/dnn-inference
        .. _downloads: https://pepy.tech/project/dnn-inference
        .. |downloads_month| image:: https://pepy.tech/badge/dnn-inference/month
        .. _downloads_month: https://pepy.tech/project/dnn-inference
        
        Dnn-Inference
        =============
        
        .. image:: ./logo/logo_header.png
           :align: center
           :width: 800
        
        Dnn-Inference is a Python module for hypothesis testing based on deep neural networks.
        
        Website: https://dnn-inference.readthedocs.io
        
        .. image:: ./logo/demo_result.png
           :align: center
           :width: 800
        
        Three-lines-of-code
        -------------------
        .. figure:: ./logo/dnn_inf.gif
        
        
        Reference
        ---------
        **If you use this code please star the repository and cite the following paper:**
        
        .. code:: bib
        
          @misc{dai2021significance,
                title={Significance tests of feature relevance for a blackbox learner},
                author={Ben Dai and Xiaotong Shen and Wei Pan},
                year={2021},
                eprint={2103.04985},
                archivePrefix={arXiv},
                primaryClass={stat.ML}
          }
        
        Installation
        ------------
        
        Dependencies
        ~~~~~~~~~~~~
        
        Deep-Inference requires:
        
        - Python
        - Numpy
        - Keras
        - Tensorflow>=2.0
        - sklearn
        - SciPy
        
        User installation
        ~~~~~~~~~~~~~~~~~
        
        Install Deep-Inference using ``pip`` ::
        
        	pip install dnn-inference
        
        or ::
        
        	pip install git+https://github.com/statmlben/dnn-inference.git
        
        Source code
        ~~~~~~~~~~~
        
        You can check the latest sources with the command::
        
            git clone https://github.com/statmlben/dnn-inference.git
        
        
Platform: UNKNOWN
Description-Content-Type: text/x-rst
