CCS intergration training running

notebooks

utils/config.py

@@ -61,6 +61,9 @@ def parse_comandline_args_add_defaults(filepath, overrides=None):
     for module in [Logger, Trainer, found_data_class, found_model_class]:
         parser = module.add_argparse_args(parser)
 
+    # This is obsolete
+    # new_defaults.update(data_name=data_name, model_name=model_name)
+
     args, _ = parser.parse_known_args(namespace=Namespace(**new_defaults))
 
     args = vars(args)

utils/tools.py

@@ -54,8 +54,12 @@ def check_path(file_path):
 
 def locate_and_import_class(class_name, folder_path: Union[str, PurePath] = ''):
     """Locate an object by name or dotted path, importing as necessary."""
+    import sys
+    sys.path.append("..")
     folder_path = Path(folder_path)
     module_paths = [x for x in folder_path.rglob('*.py') if x.is_file() and '__init__' not in x.name]
+    # possible_package_path = folder_path / '__init__.py'
+    # package = str(possible_package_path) if possible_package_path.exists() else None
     for module_path in module_paths:
         mod = importlib.import_module('.'.join([x.replace('.py', '') for x in module_path.parts]))
         try:

visualization/tools.py

@@ -1,12 +1,38 @@
 try:
     from matplotlib.backends.backend_agg import FigureCanvasAgg as FigureCanvas
+    from matplotlib import pyplot as plt
 except ImportError:  # pragma: no-cover
-    raise ImportError('You want to use `matplotlib` plugins which are not installed yet,'  # pragma: no-cover
+    raise ImportError('You want to use `matplotlib` which is not installed yet,'  # pragma: no-cover
                       ' install it with `pip install matplotlib`.')
 
 from pathlib import Path
 
 
+def prettyfy_sns():
+    plt.style.use('default')
+    try:
+        import seaborn as sns
+    except ImportError:
+        raise ImportError('You want to use `seaborn` which is not installed yet,'  # pragma: no-cover
+                          ' install it with `pip install seaborn`.')
+    sns.set_palette('Dark2')
+
+    tex_fonts = {
+        # Use LaTeX to write all text
+        "text.usetex": True,
+        "font.family": "serif",
+        # Use 10pt font in plots, to match 10pt font in document
+        "axes.labelsize": 10,
+        "font.size": 10,
+        # Make the legend/label fonts a little smaller
+        "legend.fontsize": 8,
+        "xtick.labelsize": 8,
+        "ytick.labelsize": 8
+    }
+
+    plt.rcParams.update(tex_fonts)
+
+
 class Plotter(object):
 
     def __init__(self, root_path=''):