DDD Subplots
=========================================================================================
|pip| |downloads|
Python package making it easier to handle mixed 3d and 2d subplots.
How do I install this package?
----------------------------------------------
As usual, just download it using pip:
.. code:: shell
pip install ddd_subplots
Usage Example
-----------------------------------------------
3D subplots
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
To get a set of 3d subplots just import `subplots`:
.. code:: python
from ddd_subplots import subplots
fig, axes = subplots(1, 3, figsize=(15, 5))
Rotating 3D scatter plots
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
The library also offers a method to render 3D scatter plots. Here's a complete example:
.. code:: python
from ddd_subplots import subplots, rotate
import numpy as np
from sklearn import datasets
from sklearn.decomposition import PCA
def write_frame(X_reduced, y):
colors = np.array(["red", "green", "blue"])[y]
fig, axes = subplots(1, 3, figsize=(15, 5))
for axis in axes.flatten():
axis.scatter(*X_reduced.T, depthshade=False,
c=colors, marker='o', s=20)
fig.tight_layout()
return fig, axes
X, y = datasets.load_iris(return_X_y=True)
X_reduced = PCA(n_components=3).fit_transform(X)
rotate(
write_frame,
X_reduced,
"test_animation.gif",
y,
duration=10,
verbose=True
)
Output:
.. image:: https://github.com/LucaCappelletti94/ddd_subplots/blob/master/test_animation.gif?raw=true
.. |pip| image:: https://badge.fury.io/py/ddd-subplots.svg
:target: https://badge.fury.io/py/ddd-subplots
:alt: Pypi project
.. |downloads| image:: https://pepy.tech/badge/ddd-subplots
:target: https://pepy.tech/badge/ddd-subplots
:alt: Pypi total project downloads
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"description": "DDD Subplots\n=========================================================================================\n|pip| |downloads|\n\nPython package making it easier to handle mixed 3d and 2d subplots.\n\nHow do I install this package?\n----------------------------------------------\nAs usual, just download it using pip:\n\n.. code:: shell\n\n pip install ddd_subplots\n\nUsage Example\n-----------------------------------------------\n\n3D subplots\n~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\nTo get a set of 3d subplots just import `subplots`:\n\n.. code:: python\n\n from ddd_subplots import subplots\n\n fig, axes = subplots(1, 3, figsize=(15, 5))\n\n\nRotating 3D scatter plots\n~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\nThe library also offers a method to render 3D scatter plots. Here's a complete example:\n\n.. code:: python\n\n from ddd_subplots import subplots, rotate\n import numpy as np\n from sklearn import datasets\n from sklearn.decomposition import PCA\n\n\n def write_frame(X_reduced, y):\n colors = np.array([\"red\", \"green\", \"blue\"])[y]\n fig, axes = subplots(1, 3, figsize=(15, 5))\n for axis in axes.flatten():\n axis.scatter(*X_reduced.T, depthshade=False,\n c=colors, marker='o', s=20)\n fig.tight_layout()\n return fig, axes\n\n X, y = datasets.load_iris(return_X_y=True)\n X_reduced = PCA(n_components=3).fit_transform(X)\n\n rotate(\n write_frame,\n X_reduced,\n \"test_animation.gif\",\n y,\n duration=10,\n verbose=True\n )\n\n\nOutput:\n\n.. image:: https://github.com/LucaCappelletti94/ddd_subplots/blob/master/test_animation.gif?raw=true\n\n\n.. |pip| image:: https://badge.fury.io/py/ddd-subplots.svg\n :target: https://badge.fury.io/py/ddd-subplots\n :alt: Pypi project\n\n.. |downloads| image:: https://pepy.tech/badge/ddd-subplots\n :target: https://pepy.tech/badge/ddd-subplots\n :alt: Pypi total project downloads \n\n\n",
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