Metadata-Version: 2.1
Name: senkuu
Version: 0.1.0
Summary: Deep Learning for beginner
Home-page: https://github.com/iqianshuai/senkuu
Author: iqianshuai
Author-email: iqianshuai@163.com
License: UNKNOWN
Description: # SenKuu —— Deep Learning for beginners
        ![head](other/pics/head.png)
        
        ![LatestVersion](https://img.shields.io/badge/LatestVersion-0.1.0-blue.svg)   
        
        ## Welcome
        基于 NumPy 的深度学习模型开发框架，通过搭积木的方式来组装神经网络模型。API 借鉴了 Keras 的设计。
        
        **Contact Me**: senkuu @ 163.com
        
        ## License
        ![license](https://img.shields.io/badge/license-Apache-brightgreen.svg)  
        <br/>
        LearnDL is distributed under the Apache license 2.0.
        
        ## Getting started: 10 seconds to SenKuu
        ``` python
        from senkuu.model import Model
        from senkuu.structures.layers import Input, Dense
        
        model = Model()
        model.add(Input(units=2))  # The first layer must be Input layer
        model.add(Dense(units=3, activation='tanh'))
        model.add(Dense(units=1, activation='sigmoid'))
        
        model.set(loss='binary_crossentropy', optimizer='adam',  
                  metrics=['acc', 'precision', 'recall', 'f1'])
        
        model.train(train_x, train_y, epochs=100, validation=0.2)
        
        loss, score = model.test(test_x, test_y)
        print(loss, score)
        
        model.predict(new_x, onlyclass=True)
        ```
        
        ## Installation
        There are two ways to install Senkuu:  
        * (**Recommended**) install SenKuu from PyPI:  
        ``` shell
        $ pip install senkuu
        ```
        
        * (**Alternatively**) install SenKuu from GitHub source:
        ``` shell
        $ git clone https://github.com/iqianshuai/senkuu.git
        ```
        
        ## Developed & Developing Functions
        ![functions](other/pics/functions.png)
        
        ## Architecture
        ![architecture](other/pics/architecture.png)
        
        ## Data Flow
        ![data flow](other/pics/dataflow.png)
        
        ## Why this name, SenKuu?
        ![senkuu](other/pics/senkuu.png)  
        Here is Senkuu, senkuu from **《Dr.Stone》**
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
