Initial commit

1 files changed, 34 insertions, 0 deletions

diff --git a/code/sunlab/suntorch/plotting/model_extensions.py b/code/sunlab/suntorch/plotting/model_extensions.py
new file mode 100644
index 0000000..33f0191
--- /dev/null
+++ b/code/sunlab/suntorch/plotting/model_extensions.py
@@ -0,0 +1,34 @@
+from matplotlib import pyplot as plt
+from sunlab.common.data.shape_dataset import ShapeDataset
+from sunlab.globals import DIR_ROOT
+
+
+def apply_boundary(
+    model_loc=DIR_ROOT + "models/current_model/",
+    border_thickness=3,
+    include_transition_regions=False,
+    threshold=0.7,
+    alpha=1,
+    _plt=None,
+):
+    """# Apply Boundary to Plot
+
+    Use Pregenerated Boundary by Default for Speed"""
+    from sunlab.common.scaler import MaxAbsScaler
+    import numpy as np
+
+    if _plt is None:
+        _plt = plt
+    if (model_loc == model_loc) and (border_thickness == 3) and (threshold == 0.7):
+        XYM = np.load(DIR_ROOT + "extra_data/OutlineXYM.npy")
+        XY = XYM[:2, :, :]
+        if include_transition_regions:
+            outline = XYM[3, :, :]
+        else:
+            outline = XYM[2, :, :]
+        _plt.pcolor(XY[0, :, :], XY[1, :, :], outline, cmap="gray", alpha=alpha)
+        return
+    raise NotImplemented("Not Yet Implemented for PyTorch!")
+
+
+plt.apply_boundary = apply_boundary