fix

Application.py

@@ -230,11 +230,11 @@ def run(self) -> None:
                     sig.emit(key)
 
 
-# if __name__ == "__main__":
-#     import sys
+if __name__ == "__main__":
+    import sys
 
-#     app = QtWidgets.QApplication(sys.argv)
+    app = QtWidgets.QApplication(sys.argv)
 
-#     w = MyWindow()
-#     w.show()
-#     sys.exit(app.exec_())
+    w = MyWindow()
+    w.show()
+    sys.exit(app.exec_())

OutlierDetect.py

@@ -17,6 +17,7 @@
 from numpy import ndarray
 from pyod.models.base import BaseDetector
 from pathlib import Path as P
+import os
 
 
 def ensure_dir(dir: P):
@@ -35,6 +36,15 @@ def ensure_dir(dir: P):
 MEMORY = Memory(location=CACHE_DIR, verbose=VERBOSE)
 NUM_JOBS = 1
 
+EAGER = os.getenv('ODQT_EAGER', '')
+if EAGER:
+    LOG.info('EAGER loading pyod modules...')
+    import PYODLIBS
+    LOG.info('Done')
+else:
+    PYODLIBS = None
+
+
 def tsne(X: ndarray) -> ndarray:
     return TSNE(n_jobs=1).fit_transform(X)
 
@@ -70,7 +80,7 @@ def _load_data(self: DataConfig):
             d.X_train2d, d.X_test2d = Parallel(1)(
                 delayed(tsne)(X) for X in [d.X_train, d.X_test])
             LOG.info('End TSNE')
-            
+
             return d
 
         return _load_data(self)
@@ -158,7 +168,7 @@ def _discover_models(raw_text: str):
     def __init__(self, **renames) -> None:
         self.module_map = self.discover_models()
         self.real2display = renames
-        self.display2real = {val:key for key, val in renames.items()}
+        self.display2real = {val: key for key, val in renames.items()}
 
     def load(self, disname: str) -> Type[BaseDetector]:
         """Load a model class by its namae
@@ -170,6 +180,8 @@ def load(self, disname: str) -> Type[BaseDetector]:
         """
         name = self.dis2real(disname)
         assert name in self.module_map, f"Bad model {name}"
+        if EAGER:
+            return getattr(PYODLIBS, name)
 
         @MEMORY.cache
         def _load_modelcls(self: ModelZoo, name: str):

PYODLIBS.py

@@ -0,0 +1,10 @@
+from pyod.models.abod import ABOD
+from pyod.models.auto_encoder import AutoEncoder
+from pyod.models.cblof import CBLOF
+from pyod.models.hbos import HBOS
+from pyod.models.iforest import IForest
+from pyod.models.knn import KNN
+from pyod.models.lof import LOF
+from pyod.models.mcd import MCD
+from pyod.models.ocsvm import OCSVM
+from pyod.models.pca import PCA