tadasets 0.0.1

Great data sets for Topological Data Analysis.

[](https://badge.fury.io/py/tadasets) [](https://travis-ci.org/scikit-tda/tadasets) [](https://codecov.io/gh/scikit-tda/tadasets) [](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.