https://github.com/cgarciae/dyn_plot

https://github.com/cgarciae/dyn_plot

Last synced: 7 days ago
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• Host: GitHub
• URL: https://github.com/cgarciae/dyn_plot
• Owner: cgarciae
• License: apache-2.0
• Created: 2024-06-19T21:47:19.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-07-12T07:04:13.000Z (4 months ago)
• Last Synced: 2024-10-14T11:39:56.452Z (about 1 month ago)
• Language: Jupyter Notebook
• Size: 105 KB
• Stars: 13
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# dyn_plot

Create `matplotlib` figures that can be easily updated at runtime in Jupyter.

```python

import numpy as np

from dyn_plot import Plot

# accepts all plt.figure() arguments

plot = Plot(figsize=(10, 5))

ts = np.linspace(0, 10, 200)

losses = []

for t in ts:

  loss = -np.log(t + 0.001) + np.random.normal() * 0.4

  losses.append(loss)

  with plot: # clear and redraw

    # use any methods from Axes

    plot.set_title(f't = {t:.2f}')

    plot.plot(losses)

# close to avoid an additional rendering of the inner figure

plot.close() 

```

![dyn plot video](https://github.com/cgarciae/dyn_plot/assets/5862228/5e2ecf91-5ee8-418a-9317-01ff390a8f31)