matviz 1.0.5

matviz: matrix data visualization

matviz

Data visualization for scientists, made easy. Smart histograms, publication-ready plots, and data wrangling utilities.

Installation

pip install matviz

Quick start

from matviz.helpers import *

# Compare distributions with automatic binning
data = {'Control': np.random.randn(10000), 'Treatment': np.random.randn(5000) + 1}
nhist(data)

# 2D histogram from complex numbers
z = (5 + np.random.randn(1000)) * np.exp(1j * np.random.randn(1000))
ndhist(z, smooth=1)

Modules

Module	Description
histogram_utils	Smart 1D (nhist) and 2D (ndhist) histograms with automatic binning
viz	Plot ranges, streamgraphs, log-fitting, polar grids, complex plots, nicefy
etl	nan_smooth, cross-correlation, JSON with complex numbers, time utilities
cbrt_scale	Cube-root axis scale for matplotlib
circle_utils	Smallest enclosing circle and convex hull area
datetime_converter	Reversible timestamp codec (DateCodec)
doctools	PDF image extraction and compression
helpers	MATLAB-like environment with all imports

Documentation

Full documentation at matviz.readthedocs.io.

License

BSD-3-Clause