Metadata-Version: 1.2
Name: numpy-nn
Version: 0.2.6
Summary: Numpy NN is a Deep Neural Network Package which is built on base Numpy operations. This project is under development and any contributions are welcome.
Home-page: https://github.com/rahuldshetty/numpy_nn
Author: Rahul D Shetty
Author-email: 35rahuldshetty@gmail.com
License: MIT license
Description: ========
        numpy_nn
        ========
        
        
        .. image:: https://img.shields.io/pypi/v/numpy_nn.svg
                :target: https://pypi.org/project/numpy-nn/0.1.0/
        
        .. image:: https://img.shields.io/travis/rahuldshetty/numpy_nn.svg
                :target: https://travis-ci.com/rahuldshetty/numpy_nn
        
        .. image:: https://readthedocs.org/projects/numpy-nn/badge/?version=latest
                :target: https://numpy-nn.readthedocs.io/en/latest/?badge=latest
                :alt: Documentation Status
        
        
        .. image:: https://pyup.io/repos/github/rahuldshetty/numpy_nn/shield.svg
             :target: https://pyup.io/repos/github/rahuldshetty/numpy_nn/
             :alt: Updates
        
        
        
        Numpy NN is a Deep Neural Network Package which is built on base Numpy operations. This project is under development and any contributions are welcome.
        
        
        * Free software: MIT license
        * Documentation: https://numpy-nn.readthedocs.io.
        
        
        Features
        --------
        * Layers: (Neurons)
        * Losses: (Mean Absolute Error, Mean Squared Error, Binary Cross Entropy, Cross Entropy)
        * Optimizer: (Stochastic Gradient Descent, RMSProp, Adam, Momentum)
        * Activation: (ReLU, TanH, Sigmoid, LeakyReLU. ELU, Softmax)
        * Layer Abstraction to implement custom activations and layers
        * Persist model for later reuse.
        
        TODO
        --------
        * Implementation of different Losses
        * Distributed Computation or GPU utilization
        * Dataset processing utilities
        
        
        Credits
        -------
        
        This package was created with Cookiecutter_ and the `audreyr/cookiecutter-pypackage`_ project template.
        
        .. _Cookiecutter: https://github.com/audreyr/cookiecutter
        .. _`audreyr/cookiecutter-pypackage`: https://github.com/audreyr/cookiecutter-pypackage
        
        
        =======
        History
        =======
        
        0.1.0 (2020-05-10)
        ------------------
        
        * First release on PyPI.
        
Keywords: numpy_nn
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.5
