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A very fast visualization library for large, high-dimensional data sets.

Home Page: http://tmap.gdb.tools

CMake 0.60% Batchfile 0.01% Shell 0.01% Python 1.94% C++ 96.67% CSS 0.01% HTML 0.02% C 0.52% Makefile 0.01% NASL 0.24%
visualization visualization-tools visualization-library python-library plotting graph-algorithms graphics

tmap's Introduction

tmap

tmap is a very fast visualization library for large, high-dimensional data sets. Currently, tmap is available for Python. tmaps graph layouts are based on the OGDF library.

Tutorial and Documentation

See http://tmap.gdb.tools

Notebook

Examples

Name Description
NIPS Conference Papers A tmap visualization showing the linguistic relationship between NIPS conference papers. view
Project Gutenberg A tmap visualization of the linguistic relationships between books and authors extracted from Project Gutenberg. view
MNIST A visualization of the well known MNIST data set. No further explanation needed. view
Fashion MNIST A visualization of a more fashionable variant of MNIST. view
Drugbank A tmap visualization of all drugs registered in Drugbank. view
RNAseq RNA sequencing data of tumor samples. Visualized using tmap. view
Flowcytometry Flowcytometry data visualized using tmap. view
MiniBooNE tmap data visualization of a particle detection physics experiment. view

Availability

Language Operating System Status
Python Linux Available
Windows Available1
macOS Available
R Unvailable2

1Works with WSL 2FOSS R developers wanted!

Installation

tmap is installed using the conda package manager. Don't have conda? Download miniconda.

conda install -c tmap tmap

We suggest using faerun to plot the data layed out by tmap. But you can of course also use matplotlib (which might be to slow for large data sets and doesn't provide interactive features).

pip install faerun
# pip install matplotlib

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