Primer 2

.gitignore

@@ -8,6 +8,10 @@
 *.smpl
 *.h5
 *.pcf
+*.onnx
+*.tflite
+*.hdf
+examples/**/*.json
 */__pycache__
 _scripts/
 debug/

README.md

@@ -32,6 +32,12 @@ Note that changes are slower to appear on PyPI, so for the latest features, run:
 pip install git+https://github.com/sandialabs/pyriid.git@main
 ```
 
+If you encounter Pylance issues, try:
+
+```sh
+pip install -e ".[dev]" --config-settings editable_mode=compat
+```
+
 ### For Development
 
 If you are developing PyRIID, clone this repository and run:

examples/courses/Primer 1/Primer1.ipynb

@@ -31,7 +31,7 @@
  "cell_type": "markdown",
  "metadata": {},
  "source": [
- "![pyriid](./images/pyriid_logo.png)\n",
+ "![pyriid](https://user-images.githubusercontent.com/1079118/124811147-623bd280-df1f-11eb-9f3a-a4a5e6ec5f94.png)\n",
  "\n",
  "PyRIID (pronounced: PIE-rid) stands for Python-based Radioisotope IDentification (RIID).\n",
  "\n",
@@ -130,7 +130,7 @@
  "\n",
  "Here's the full process:\n",
  "\n",
- "![full-process](./images/full_process.png)"
+ "![full-process](https://github.com/user-attachments/assets/db237018-e93e-4ed3-bf7e-a272b03f6101)"
  ]
  },
  {
@@ -360,7 +360,7 @@
  "\n",
  "Now that we have data, we can start making models.\n",
  "\n",
- "![gross_bg_model](./images/gross%2Bbg.png)"
+ "![basic model](https://github.com/user-attachments/assets/62ebc0cb-47c3-408c-87ab-6ba88e2dba07)"
  ]
  },
  {
@@ -492,7 +492,7 @@
  "To utilize for scenarios where the detector is moving, one could swap anomaly detection and identification, leading to a need for a new type of anomaly detection.\n",
  "This approach also necessitates, at minimum, an expansion of the training regimen to cover various background environments.\n",
  "\n",
- "![edge-detection](./images/edge_detection.png)"
+ "![edge-detection](https://github.com/user-attachments/assets/27e3d524-d80a-4558-a061-f741318ab2c3)"
  ]
  },
  {