Metadata-Version: 2.1
Name: tadasets
Version: 0.0.3
Summary: Great data sets for Topological Data Analysis.
Home-page: https://tadasets.scikit-tda.org
Author: Nathaniel Saul
Author-email: nathaniel.saul@wsu.edu
License: MIT
Description: [![PyPI version](https://badge.fury.io/py/tadasets.svg)](https://badge.fury.io/py/tadasets)
        [![Build Status](https://travis-ci.org/scikit-tda/tadasets.svg?branch=master)](https://travis-ci.org/scikit-tda/tadasets)
        [![Codecov](https://codecov.io/gh/scikit-tda/tadasets/branch/master/graph/badge.svg)](https://codecov.io/gh/scikit-tda/tadasets)
        [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
        
        
        # TaDAsets
        Data sets apt for Topological Data Analysis. This project is a part of scikit-tda.
        
        ## Motivation
        
        At SoCG 2018, there was discussion about the need for data sets for two main purposes
        - Benchmarking new algorithms
        - Demonstrating benefits of TDA
        
        ## Data generation
        
        We provide constructors for some synthetic data sets that are popular in development and testing of TDA techniques.
        
        * Torus
        * Klein Bottle
        * Swiss Roll
        
        ## Setup and Usage
        
        You can install from Pypi
        ```
        pip install tadasets
        ```
        
        or from source
        
        ```
        git clone https://github.com/scikit-tda/tadasets
        cd tadasets
        pip install -e .
        ```
        
        Examples of usage is
        
        ```
        import tadasets
        data = tadasets.sphere(n=1000, r=10)
        tadasets.plot3d(data)
        ```
        
        or 
        
        ```
        import tadasets
        data = tadasets.swiss_roll(n=1000, r=10)
        tadasets.plot3d(data)
        ```
        
        ## Contributions
        
        This package is in the very early stages of development. As I think of shapes and data sets, I add them.  If you have ideas, please do suggest them in an issue and submit a pull request! All contributions are welcome.
        
Keywords: topological data analysis,data sets,test data
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Financial and Insurance Industry
Classifier: Intended Audience :: Healthcare Industry
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Requires-Python: >=2.7,!=3.1,!=3.2,!=3.3
Description-Content-Type: text/markdown
