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A perceptually uniform colormap generator for Matplotlib equipped with traditional-ish Japanese colors to serve as a fixed color palette. Designed to allow unique colormap generation.

Project description

perceptual-jp-colormaps

A perceptually uniform colormap generator for Matplotlib equipped with traditional-ish Japanese colors to serve as a fixed color palette.
Additions are welcome.
Python package

Why perceptually uniform colormaps? Can you not just use default Matplotlib colormaps?

  • non-perceptually uniform colormaps induce dangerous artifacts, as seen in the below image: top-view of pyramid. The left colormap introduces new features to the data.
  • Matplotlib perceptually uniform colormaps are simply not visually appealing and sometimes lack enough contrast. With this package, anyone can design colormaps to fit their visual style.

dependencies:

  • Python3:
    -- colour-science
    -- numpy -- logging
    -- scipy
    -- json
    -- pynverse
    -- matplotlib

tested on:

  • Windows 10
  • Linux
  • Python 3.8, 3.10, 3.12

expected to work on:

  • MacOS
  • all Python >=3.6 (support available for >=3.8)

install:

  • pip3 install jpcm or download source

run generator:

  • to create your own colormaps
    • as a package:
      • import jpcm
      • jpcm.register() will register all default colormaps and any additional ones via the optional custom_maps argument. Note any custom_maps should be of the following format (note the RGB key colors):
        cmaps = { 'def' : [[0,0,0],[255,0,0]], }
      • The optional datafile argument will cause jpcm to save all colormaps to that location as well.
    • directly via code:
      • edit maps.py with your preferred cmap styles, and run python3 gen.py or python3 gen.py --readme from /gen/

load colormaps:

  • import jpcm
  • jpcm.open(<filename>) will return a dictionary containing all the colormaps in the file at .
  • Note the file should be of the same type as the generated 'cmap.txt' from the generator

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