Metadata-Version: 2.1
Name: tsBNgen
Version: 1.0.0
Summary: Generate time series data from an arbitrary Bayesian network
Home-page: https://github.com/manitadayon/tsBNgen
Author: Manie Tadayon
Author-email: manitadayon@ucla.edu
License: MIT
Description: ### **Description**
        
        #### tsBNgen is a Python package to generate time series data based on an arbitrary Bayesian Network Structures. 
        ---
        ### **Citation**
        
         #### For the correct citation please visit https://github.com/manitadayon/tsBNgen
        ----
        ### **Features**
        
         - It handles discrete nodes, continous nodes and hybrid (Mixture of discrete and continuous) network.
        
         - It uses multinomila distribution for the discrete nodes and Gaussian distribution for the continuous nodes.
        
         - It handles arbitrary Bayesian network structure.
        
         - It supports arbitrary loopback values.
        
         - The code can be modified easily to handle arbitrary static and temporal structures.
        ---
        
        ### **Instruction**
        
         To run this code either clone this repo or use the package distribution in PyPI using the following commands:
        
        ```python
        pip install tsBNgen
        ```
        
         Then Run through the set of examples in 
         
         > **Time_Series_Generation_Examples.ipynb**
        
        For more information on how to use the package please visit the following:
        
        1. Original paper 
        2. Documentation in PDF available in the github repository.
        
        ### **License**
        
        This software is released under the MIT liecense.
        
        
        
        
        
        
        
        
        
        
        
        
        
        
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
