Publication-quality Matplotlib styling and helper utilities for scientific plots
Project description
physics-plot
physics-plot is essentially a zero dependency python package shipping a Matplotlib style sheet — pp_base.mplstyle to create publication-quality plots with minimal effort. In addition, a few optional helper classes are provided.
Features
- Matplotlib style sheet —
physics_plot.pp_baseenforces serif fonts, LaTeX math, minimalist grids, and high-resolution exports out of the box. - Legend utilities —
physics_plot.Handlesmakes it easy to build custom legend entries for artists (e.g., violin plots) that don’t expose alabelargument.
Installation
pip install physics-plot
Quick Start
physics-plot can be installed via pip:
pip install physics-plot
There are basically two ways to use the physics-plot stylesheet. You can set it globally at the start of your script/notebook:
import matplotlib.pyplot as plt
plt.style.use("physics_plot.pp_base")
# ======================= #
# Your plotting code here #
# ======================= #
Or you can apply it to individual figures using a context manager:
import matplotlib.pyplot as plt
with plt.style.context("physics_plot.pp_base"):
# ======================= #
# Your plotting code here #
# ======================= #
Examples
-
Bode plot (
examples/bode-plot.py) generates a two-panel magnitude/phase plot for a first-order low-pass filter. -
Violin plot (
examples/violin-plot.ipynb) demonstrates how to pairHandleswithAxes.violinplotso the legend of the violin plot can be created, which is absent in Matplotlib.
Feel free to start from either example when styling your own figures.
Development
- Coming soon
License
This project is licensed under the MIT license.
Third-Party Licenses
This project includes or adapts files from:
- SciencePlots (MIT License) Copyright (c) 2018 John Garrett
- Matplotlib (BSD-compatible license) Copyright (c) 2012– Matplotlib Development Team
- Seaborn (BSD 3-Clause License) Copyright (c) 2012–2023, Michael L. Waskom
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