Giter Club home page Giter Club logo

plot_ellipse's Introduction

plot_ellipse.py

An easy-to-use function for plotting 2D ellipses in Python 2.7 with matplotlib.

For example:

#!/usr/bin/env python
from plot_ellipse import plot_ellipse
import matplotlib.pyplot as plt
import numpy as np

fig,ax = plt.subplots()
plot_ellipse(x_cent=0, y_cent=0, semimaj=2, semimin=1, phi=np.pi/4, ax=ax)
plt.show()

or

#!/usr/bin/env python
from plot_ellipse import plot_ellipse
import matplotlib.pyplot as plt
import numpy as np

C = np.array([[2, 1],[1, 4]])

fig,ax = plt.subplots()
ax.grid(True, color='k', alpha=0.5)
plot_ellipse(x_cent=0, y_cent=0, cov=C, mass_level=0.95, fill=True, ax=ax, fill_kwargs={'alpha':0.1,'c':'b'})
plot_ellipse(x_cent=0, y_cent=0, cov=C, mass_level=0.68, fill=True, ax=ax, fill_kwargs={'alpha':0.3,'c':'b'})
plt.show()

Features

  • It can interface with plt.fill()
  • It can directly take a 2x2 covariance matrix (numpy ndarray) and will plot probability contours

Installation

To install, simply clone this repo and run the setup.py script

python setup.py install

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.