Metadata-Version: 2.1
Name: pdata
Version: 0.1.0
Summary: UNKNOWN
Home-page: UNKNOWN
Author: Oleksandr Semeniuta
Author-email: oleksandr.semeniuta@gmail.com
License: BSD license
Platform: UNKNOWN
Description-Content-Type: text/markdown
Requires-Dist: numpy
Requires-Dist: scipy
Requires-Dist: pandas
Requires-Dist: scikit-learn
Requires-Dist: theano
Requires-Dist: matplotlib

# pdata

A general-purpose Python library for data analysis and visualization. 

## Modules overview

 - `datagen`: generate simulated data from probability distributions
 - `dirstructure`: analyze a directory in a file system and construct Pandas dataframes with data extracted from file names and the directory structure
 - `distributions`: estimate parameters of probability distributions
 - `ml`: helper functionality for machine learning tasks based on Scikit-learn
 - `pdutils`: utilities for processing of data stored in Pandas dataframes
 - `theanoutils`: utilities for creation and manipulation of Theano/PyMC3 objects
 - `visualize`: data visualization using Matplotlib

