plotly3d
A helper for ploting scatter plots and trajectory plots with plotly.
Krishnaswamy Lab, Yale University
Install
The package can be directly installed via pip:
pip install plotly3d
APIs
Scatter Plots
def scatter(points, colors=None, **kwargs):
"""
Plots 3D scatter plot with optional rescaling, coloring, and customization.
Parameters:
- points: Array of points to plot.
- colors: Optional array of colors for each point.
- scaler: Optional scaler object to rescale points. If None and rescaling is enabled, MinMaxScaler is used.
- **kwargs: Additional optional arguments:
- s (float): Size of the markers.
- alpha (float): Opacity of the markers.
- force_continuous (bool): Force treating colors as continuous even if they seem categorical.
- title (str): Title of the plot.
- filename (str): If provided, saves the plot to this file.
- rescale (bool): If True, rescales points using the provided or default scaler.
- fig (go.Figure): Plotly figure object to which the scatter plot will be added. If None, a new figure is created.
- xtitle (str), ytitle (str), ztitle (str): Titles for the X, Y, and Z axes.
Returns:
- Plotly figure containing the scatter points plotted in 3D space.
"""
Trajectory Plots
def trajectories(trajs, colors=None, **kwargs):
"""
Plots trajectories in 3D space using Plotly, with unique colors for each category and a single legend entry per category.
Parameters:
- trajs: numpy array of shape (a, b, c), where
a: time bins, b: trajectory index, c: space dimension (c=3 for 3D).
Returns:
- Plotly figure containing the trajectories plotted in 3D space.
"""
1 maintainer
Metadata
1 maintainer
Release files for plotly3d 0.4.12
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
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| plotly3d-0.4.12.tar.gz | 5.0 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| plotly3d-0.4.12-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 10.7 kB
Release files / plotly3d-0.4.12.tar.gz
| Download URL | plotly3d-0.4.12.tar.gz |
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Release files / plotly3d-0.4.12-py3-none-any.whl
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| Size | 5.7 kB |
| Tags | Python 3 |
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