From 3780592d3a8642e162e79a17a1c68e39f7a6caa1 Mon Sep 17 00:00:00 2001
From: Matthew Filipovich <42307495+MatthewFilipovich@users.noreply.github.com>
Date: Sun, 8 Dec 2024 18:22:08 -0800
Subject: [PATCH] Update visualization methods
---
README.md | 2 +-
docs/source/index.rst | 2 +-
docs/source/tutorials/4f_system.ipynb | 97 ++++++++++++++-------------
tests/test_planar_geometry.py | 2 +-
torchoptics/elements/detectors.py | 6 +-
torchoptics/elements/elements.py | 2 +
torchoptics/fields.py | 6 +-
torchoptics/planar_geometry.py | 4 +-
torchoptics/visualization.py | 75 ++++++++++-----------
9 files changed, 100 insertions(+), 96 deletions(-)
diff --git a/README.md b/README.md
index 7f11aa5..674cba6 100644
--- a/README.md
+++ b/README.md
@@ -92,7 +92,7 @@ measurements = [
# Visualize the measured intensity distributions
for i, measurement in enumerate(measurements):
- measurement.visualize(title=f"z={i}f", vmax=1, intensity=True)
+ measurement.visualize(title=f"z={i}f", vmax=1)
```
diff --git a/docs/source/index.rst b/docs/source/index.rst
index 12ea977..f42f398 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -97,7 +97,7 @@ This example demonstrates simulating a 4f imaging system using TorchOptics. The
# Visualize the measured intensity distributions
for i, measurement in enumerate(measurements):
- measurement.visualize(title=f"z={i}f", vmax=1, intensity=True)
+ measurement.visualize(title=f"z={i}f", vmax=1)
.. figure:: _static/4f_simulation.png
:width: 700px
diff --git a/docs/source/tutorials/4f_system.ipynb b/docs/source/tutorials/4f_system.ipynb
index 057363b..51d6c26 100644
--- a/docs/source/tutorials/4f_system.ipynb
+++ b/docs/source/tutorials/4f_system.ipynb
@@ -9,11 +9,14 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
- "!pip install torchoptics"
+ "!pip install torchoptics\n",
+ "\n",
+ "from IPython.display import clear_output\n",
+ "clear_output()"
]
},
{
@@ -58,9 +61,9 @@
"outputs": [
{
"data": {
- "image/png": "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",
+ "image/png": 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",
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