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YuMeow's personal matplotlib wrappers for academic and daily use.

Project description

🐾 yumeow-plot

YuMeow's personal matplotlib wrappers for academic and daily use.

yumeow-plot 是一套专为科研绘图设计的 Matplotlib 封装库。它专注于解决论文投稿中常见的物理尺寸对齐空间布局分配等痛点。


✨ 核心特性

  • 📏 精确尺寸求解 (Sizing Solver):直接使用厘米 (cm) 定义画布或子图大小,自动计算间距,完美适配不同期刊会议的分栏要求。
  • 🧠 空间感应轴 (Space-aware Axes):通过 ax.get_side_rect() 探测子图周边区域,实现 Colorbar 或标注区域的毫米级对齐。
  • 🧩 智能合并布局 (Smart Merging):告别复杂的 GridSpec,通过 merge_axes 像 Excel 合并单元格一样调整布局。
  • 🛡️ 局部样式隔离:使用局部 rc_context 应用学术风配置,绝不污染全局绘图设置。
  • 📈 高阶可视化补丁:内置 plot_resilience (相平面韧性分析) 和 plotOD (地理流向图) 等高级功能。

🚀 快速开始

安装

pip install yumeow-plot

基础用法:精确控制子图尺寸

import yumeow_plot as ym
import matplotlib.pyplot as plt

# 创建一个 1x2 布局,强制每个子图宽度为 4cm,高度按比例自动计算
fig, axes = ym.get_fig(1, 2, AW=4, A_ratio=1.2)

axes[0].plot([1, 2, 3], [4, 5, 6])
axes[1].scatter([1, 2, 3], [6, 5, 4])

# 在子图右侧自动分配一个 0.2cm 宽的区域放置 Colorbar
cax_rect = axes[1].get_side_rect(side='right', fixed_cm=0.2, pad_cm=0.1)
cax = fig.add_axes(cax_rect)

进阶:合并子图

# 生成 3x3 网格
fig, axes = ym.get_fig(3, 3, AW=3, AH=3)

# 将左上角 2x2 的子图合并为一个大图
big_ax = ym.merge_axes(axes.reshape(3,3)[:2, :2])

# 大图依然保留空间探测能力
title_rect = big_ax.get_side_rect(side='top', fixed_cm=0.5)

🎨 高级可视化

韧性分析图 (Resilience Plot)

针对二维系统动态特性的快速可视化工具。

from yumeow_plot import plot_resilience

f = lambda x, y: y - 3*y**2 - y**3 + x*y**3
plot_resilience(f, extent=(0, 5, 0, 5))

地理流向图 (OD Flow)

支持多种曲线样式的起终点流量可视化。

from yumeow_plot import plotOD

# 支持 'straight', 'parabola', 'rotated_parabola' 等多种轨迹
plotOD(ax, source, destination, flow, location, linetype='parabola')

📂 项目结构

yumeow-plot/
├── yumeow_plot/
│   ├── figure.py      # get_fig, merge_axes (物理布局)
│   ├── layout.py      # get_side_rect, get_margin_rect (空间探测)
│   ├── utils.py       # 字体加载与底层转换
│   └── advanced_viz/  # 高级绘图函数 (OD, Resilience)
├── demo/              # 示例代码目录
├── pyproject.toml     # 项目元数据
└── LICENSE            # MIT License

⚖️ License

本项目采用 MIT License

Copyright (c) 2026 YuMeow

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