Metadata-Version: 2.1
Name: vitamin_b
Version: 0.2.4
Summary: A user-friendly machine learning Bayesian inference library
Home-page: https://github.com/hagabbar/vitamin_b
Author: Hunter Gabbard, Chris Messenger, Ik Siong Heng, Francesco Tonolini, Roderick Murray-Smith
Author-email: h.gabbard.1@research.gla.ac.uk
License: GNU General Public License v3 (GPLv3)
Description: # [VItamin_B: A Machine Learning Library for Fast Gravitational Wave Posterior Generation](https://arxiv.org/abs/1909.06296)
        
        Welcome to VItamin_B, a python toolkit for producing fast gravitational wave posterior samples.
        
        This [repository](https://github.com/hagabbar/vitamin_b) is the official implementation of [Bayesian Parameter Estimation using Conditional Variational Autoencoders for Gravitational Wave Astronomy](https://arxiv.org/abs/1909.06296).
        
        Hunter Gabbard, Chris Messenger, Ik Siong Heng, Francesco Tonlini, Roderick Murray-Smith
        
        Official Documentation can be found at [https://hagabbar.github.io/vitamin_b](https://hagabbar.github.io/vitamin_b).
        
        Check out our Blog (to be made), [Paper](https://arxiv.org/abs/1909.06296) and [Interactive Demo](https://colab.research.google.com/github/hagabbar/OzGrav_demo/blob/master/OzGrav_VItamin_demo.ipynb).
        
        Note: This repository is a work in progress. No official release of code just yet.
        
        ## Requirements
        
        VItamin requires python3.6. You may use python3.6 by initializing a virtual environment.
        
        ```
        virtualenv -p python3.6 myenv
        source myenv/bin/activate
        pip install --upgrade pip
        ```
        
        Make sure to install basemap prior to installing all other packages.
        
        For installing basemap:
        - Install geos-3.3.3 from source
        - Once geos is installed, install basemap using `pip install git+https://github.com/matplotlib/basemap.git`
        
        For other required packages:
        ```
        pip install -r requirements.txt
        ```
        
        Install VItamin using pip:
        ```
        pip install vitamin-b
        ```
        
        
Platform: UNKNOWN
Classifier: Development Status :: 1 - Planning
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Operating System :: POSIX :: Linux
Classifier: Programming Language :: Python :: 3.6
Requires-Python: >=3.5
Description-Content-Type: text/markdown
