Skip to main content

Python port of the R pheatmap package (tracks R pheatmap 1.0.13)

Project description

pheatmap-python

Python version of pheatmap that runs on a faithful port of R's native grid graphics system instead of matplotlib.

  • 🎨 No matplotlib. Renders through grid_py's Cairo backend (PNG / PDF / SVG / PS / JPEG / TIFF / BMP).
  • 📐 Grammar of Graphics. Built on grid_py + gtable_py — the same primitives ggplot2 stands on.
  • 🧩 Abstract layout. Sizes stay as compound Unit expressions (1npc - rown_width - legend_width - …) and resolve at draw time.
  • 🎯 R is the gold standard. Behaviour almost like the pheatmap.r and verified against R reference renders.

Install

pip install pheatmap-python

Or, for a local development checkout:

git clone https://github.com/Bio-Babel/pheatmap-python.git
cd pheatmap_py
pip install -e ".[dev]"

Quick start

import numpy as np, pandas as pd
from pheatmap import pheatmap

test = pd.DataFrame(
    np.random.default_rng(1).standard_normal((20, 10)),
    index=[f"Gene{i+1}" for i in range(20)],
    columns=[f"Test{i+1}" for i in range(10)],
)

pheatmap(test)

See tutorials/pheatmap_tutorial.ipynb for a full walk-through.

Docs

pip install -e ".[docs]"
mkdocs serve

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

pheatmap_python-1.0.13.tar.gz (24.6 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

pheatmap_python-1.0.13-py3-none-any.whl (30.5 kB view details)

Uploaded Python 3

File details

Details for the file pheatmap_python-1.0.13.tar.gz.

File metadata

  • Download URL: pheatmap_python-1.0.13.tar.gz
  • Upload date:
  • Size: 24.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.11.15

File hashes

Hashes for pheatmap_python-1.0.13.tar.gz
Algorithm Hash digest
SHA256 823a0665bf7910ad4c71cd4e238bbba504ad52c053ca396c7a0d6780fd2277ce
MD5 0f662bb38c48a1b0d21c92f77d5924b3
BLAKE2b-256 1ee45774502d4217f6834567ca84e9e219c6d82b148958160ae760884aec3316

See more details on using hashes here.

File details

Details for the file pheatmap_python-1.0.13-py3-none-any.whl.

File metadata

File hashes

Hashes for pheatmap_python-1.0.13-py3-none-any.whl
Algorithm Hash digest
SHA256 b70e97a076832817209ba7b100c889850d9a28344040953affe6ed9850de7458
MD5 32808eabdb1fd5a4da8194caebe3cf58
BLAKE2b-256 6f21aeae780cfcfb1a6af27afdb6da288b419a6c675c5e5cbe645c3fa78d61a3

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page