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When it is not found, a full rebuild will be done. -config: b9011271c24b0197b8ccf2f8ebd0aeb4 +config: 8dc05dbcadf16d0c72d16703e32690b0 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/docs/build/html/_modules/index.html b/docs/build/html/_modules/index.html index 26c87db..558f968 100644 --- a/docs/build/html/_modules/index.html +++ b/docs/build/html/_modules/index.html @@ -329,7 +329,7 @@

    All modules for which code is available

    - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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  2. Datasets
  3. Metrics
  4. Data visualisation
    5. -
  5. Preprocessing
    6. -
  6. Analysis
    7. +
  7. Preprocessing +
    8. +
  8. Analysis +
  9. Synthetic data

    10. Gallery:

      -
    • Tutorials
        +
      • Tutorials
        • -
      • Examples
          +
        • Examples

          Gallery:

            -
          • Tutorials
              +
            • Tutorials
              • -
            • Examples
                +
              • Examples
                • Cell phenotyping
                • Preprocessing pipelines
                • AI-based denoising
                  • @@ -262,55 +308,56 @@

                  Source code for ramanspy.load

                   
 from . import core
 from . import utils
-
-# Helper functions copied from mergen's answer at:
-# https://stackoverflow.com/questions/7008608/scipy-io-loadmat-nested-structures-i-e-dictionaries
 from .preprocessing import Pipeline
 
 
 def _loadmat(filename):
-    """
-    this function should be called instead of direct spio.loadmat
-    as it cures the problem of not properly recovering python dictionaries
-    from mat files. It calls the function check keys to cure all entries
-    which are still mat-objects.
-    """
     data = spio.loadmat(filename, struct_as_record=False, squeeze_me=True)
-    return _check_keys(data)
 
+    for key in data:
+        if isinstance(data[key], spio.matlab.mat_struct):
+            data[key] = _todict(data[key])
 
-# Helper functions copied from mergen's answer at:
-# https://stackoverflow.com/questions/7008608/scipy-io-loadmat-nested-structures-i-e-dictionaries
-def _check_keys(dict):
-    """
-    checks if entries in dictionary are mat-objects. If yes
-    todict is called to change them to nested dictionaries
-    """
-    for key in dict:
-        if isinstance(dict[key], spio.matlab.mio5_params.mat_struct):
-            dict[key] = _todict(dict[key])
-    return dict
+    return data
 
 
-# Helper functions copied from mergen's answer at:
-# https://stackoverflow.com/questions/7008608/scipy-io-loadmat-nested-structures-i-e-dictionaries
 def _todict(matobj):
     """
-    A recursive function which constructs from matobjects nested dictionaries
+    A recursive function which constructs from matobjects nested dictionaries.
+
+    From: https://stackoverflow.com/questions/7008608/scipy-io-loadmat-nested-structures-i-e-dictionaries
     """
     dict = {}
     for strg in matobj._fieldnames:
         elem = matobj.__dict__[strg]
-        if isinstance(elem, spio.matlab.mio5_params.mat_struct):
+        if isinstance(elem, spio.matlab.mat_struct):
             dict[strg] = _todict(elem)
         else:
             dict[strg] = elem
     return dict
 
 
+def get_value(nested_dict, key):
+    """
+    A recursive function to get the value of a key in a nested dictionary.
+    """
+    for k, v in nested_dict.items():
+        if k == key:
+            return v
+        elif isinstance(v, dict):
+            p = get_value(v, key)
+            if p is not None:
+                return p
+
+
 
                  
 [docs]
-def witec(filename: str, *, preprocess: Pipeline = None, laser_excitation: numbers.Number = 532) -> core.Spectrum or core.SpectralImage:
+def witec(
+        filename: str,
+        *,
+        preprocess: Pipeline = None,
+        laser_excitation: numbers.Number = 532
+) -> core.Spectrum or core.SpectralImage:
     """
     Loads MATLAB files exported from `WITec's WITec Suite software <https://raman.oxinst.com/products/software/witec-software-suite>`_.
 
@@ -330,17 +377,17 @@ 
                  Source code for ramanspy.load
                   
     Example
     ----------
-    
-    .. code:: 
-    
+
+    .. code::
+
         import ramanspy as rp
-       
+
         # Loading a single spectrum
         raman_spectrum = rp.load.witec("path/to/file/witec_spectrum.mat")
-       
+
         # Loading Raman image data
         raman_image = rp.load.witec("path/to/file/witec_image.mat")
-       
+
         # Loading volumetric Raman data from a list of Raman image files by stacking them as layers along the z-axis
         image_layer_files = ["path/to/file/witec_image_1.mat", ..., "path/to/file/witec_image_n.mat"]
         raman_image_stack = [rp.load.witec(image_layer_file) for image_layer_file in image_layer_files]
@@ -348,39 +395,23 @@ 
                  Source code for ramanspy.load
                       """
     matlab_dict = _loadmat(filename)
 
-    # metadata = matlab_dict
-    # metadata["filename"] = file_name
-
-    struct_key = next(key for key in matlab_dict.keys() if 'Struct' in key)
-    raman_matlab_struct = matlab_dict[struct_key]
-
-    axis = raman_matlab_struct['axisscale'][1]
+    axis = get_value(matlab_dict, 'axisscale')[1]
     shift_values = utils.wavelength_to_wavenumber(axis[0], laser_excitation) if axis[1] != 'rel. 1/cm' else axis[0]
 
-    spectral_data = raman_matlab_struct['data']
+    spectral_data = get_value(matlab_dict, 'data')
 
     if len(spectral_data.shape) == 1:  # i.e. single spectrum
         obj = core.Spectrum(spectral_data, shift_values)
 
     elif len(spectral_data.shape) == 2:
-        # (y_size, x_size) = raman_matlab_struct['imagesize']
-        # image_axis = raman_matlab_struct['imageaxisscale']
-        # pixel_scale_y = image_axis[0][0][1] - image_axis[0][0][0]
-        # pixel_scale_x = image_axis[1][0][1] - image_axis[1][0][0]
-
-        # spectra = np.ndarray(shape=(y_size, x_size,))
-        # for i in range(x_size):
-        #     for j in range(y_size):
-        #         spectra[j, i] = spectral_data[i * y_size + j]
-
-        spectral_data = spectral_data.reshape(raman_matlab_struct['imagesize'][1], raman_matlab_struct['imagesize'][0],
-                                              -1).transpose(1, 0, 2)
+        imagesize = get_value(matlab_dict, 'imagesize')
+        spectral_data = spectral_data.reshape(imagesize[1], imagesize[0], -1).transpose(1, 0, 2)
 
         obj = core.SpectralImage(spectral_data, shift_values)
 
     else:
         raise ValueError(
-            f'Raman Matlab type {raman_matlab_struct["type"]} and dimension {len(spectral_data.shape)} is unknown')
+            f"Raman Matlab type {get_value(matlab_dict, 'type')} and dimension {len(spectral_data.shape)} is unknown")
 
     if preprocess is not None:
         obj = preprocess.apply(obj)
@@ -601,7 +632,7 @@ 
                  Source code for ramanspy.load
                           
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
             Furo
@@ -620,7 +651,9 @@ 
                  Source code for ramanspy.load
                         
     
   
                  
-
                  
+
                  
+    
+    
     
     
     
diff --git a/docs/build/html/_templates/autosummary/class.html b/docs/build/html/_templates/autosummary/class.html
index 0cee9e5..d47e3d7 100644
--- a/docs/build/html/_templates/autosummary/class.html
+++ b/docs/build/html/_templates/autosummary/class.html
@@ -314,7 +314,7 @@
         
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
             Furo
diff --git a/docs/build/html/analysis.html b/docs/build/html/analysis.html
index 55c8466..0bb56ea 100644
--- a/docs/build/html/analysis.html
+++ b/docs/build/html/analysis.html
@@ -422,7 +422,7 @@ 
                  Integrative analysis
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
                               Furo
diff --git a/docs/build/html/auto_examples/index.html b/docs/build/html/auto_examples/index.html
index 70d7458..abb2383 100644
--- a/docs/build/html/auto_examples/index.html
+++ b/docs/build/html/auto_examples/index.html
@@ -357,7 +357,7 @@ 
                  Examples
         
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
                               Furo
diff --git a/docs/build/html/auto_examples/plot_i_package_overview.html b/docs/build/html/auto_examples/plot_i_package_overview.html
index e6f679c..6471104 100644
--- a/docs/build/html/auto_examples/plot_i_package_overview.html
+++ b/docs/build/html/auto_examples/plot_i_package_overview.html
@@ -561,7 +561,7 @@ 
                  References
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
                               Furo
diff --git a/docs/build/html/auto_examples/plot_i_preprocessing_pipelines.html b/docs/build/html/auto_examples/plot_i_preprocessing_pipelines.html
index f19dc73..8bd3576 100644
--- a/docs/build/html/auto_examples/plot_i_preprocessing_pipelines.html
+++ b/docs/build/html/auto_examples/plot_i_preprocessing_pipelines.html
@@ -515,7 +515,7 @@ 
                  References
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
                               Furo
diff --git a/docs/build/html/auto_examples/plot_ii_dl_denoising.html b/docs/build/html/auto_examples/plot_ii_dl_denoising.html
index 4bda4ce..b86eec2 100644
--- a/docs/build/html/auto_examples/plot_ii_dl_denoising.html
+++ b/docs/build/html/auto_examples/plot_ii_dl_denoising.html
@@ -839,7 +839,7 @@ 
                  References
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
                               Furo
diff --git a/docs/build/html/auto_examples/plot_iii_bacteria_classification.html b/docs/build/html/auto_examples/plot_iii_bacteria_classification.html
index 4e36a8f..650c9f4 100644
--- a/docs/build/html/auto_examples/plot_iii_bacteria_classification.html
+++ b/docs/build/html/auto_examples/plot_iii_bacteria_classification.html
@@ -842,7 +842,7 @@ 
                  References
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
                               Furo
diff --git a/docs/build/html/auto_examples/sg_execution_times.html b/docs/build/html/auto_examples/sg_execution_times.html
index 6b9aa01..e477451 100644
--- a/docs/build/html/auto_examples/sg_execution_times.html
+++ b/docs/build/html/auto_examples/sg_execution_times.html
@@ -339,7 +339,7 @@
         
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
             Furo
diff --git a/docs/build/html/auto_tutorials/i-classes/plot_i_generic_container.html b/docs/build/html/auto_tutorials/i-classes/plot_i_generic_container.html
index 46f57ab..7ba6147 100644
--- a/docs/build/html/auto_tutorials/i-classes/plot_i_generic_container.html
+++ b/docs/build/html/auto_tutorials/i-classes/plot_i_generic_container.html
@@ -510,7 +510,7 @@ 
                  IO
                  
         
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
             Furo
diff --git a/docs/build/html/auto_tutorials/i-classes/plot_ii_spectrum_container.html b/docs/build/html/auto_tutorials/i-classes/plot_ii_spectrum_container.html
index 95d0c35..dc3ec2c 100644
--- a/docs/build/html/auto_tutorials/i-classes/plot_ii_spectrum_container.html
+++ b/docs/build/html/auto_tutorials/i-classes/plot_ii_spectrum_container.html
@@ -385,7 +385,7 @@
         
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
             Furo
diff --git a/docs/build/html/auto_tutorials/i-classes/plot_iii_image_container.html b/docs/build/html/auto_tutorials/i-classes/plot_iii_image_container.html
index c82ec88..35d0e49 100644
--- a/docs/build/html/auto_tutorials/i-classes/plot_iii_image_container.html
+++ b/docs/build/html/auto_tutorials/i-classes/plot_iii_image_container.html
@@ -398,7 +398,7 @@
         
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
             Furo
diff --git a/docs/build/html/auto_tutorials/i-classes/plot_iv_volume_container.html b/docs/build/html/auto_tutorials/i-classes/plot_iv_volume_container.html
index 9b7bb16..819848a 100644
--- a/docs/build/html/auto_tutorials/i-classes/plot_iv_volume_container.html
+++ b/docs/build/html/auto_tutorials/i-classes/plot_iv_volume_container.html
@@ -409,7 +409,7 @@
         
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
             Furo
diff --git a/docs/build/html/auto_tutorials/i-classes/sg_execution_times.html b/docs/build/html/auto_tutorials/i-classes/sg_execution_times.html
index cab7bd1..1365e39 100644
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@@ -368,7 +368,7 @@
         
                  
           
                  
             
                  
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@@ -357,7 +357,7 @@
         
                  
           
                  
             
                  
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diff --git a/docs/build/html/auto_tutorials/index.html b/docs/build/html/auto_tutorials/index.html
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@@ -463,7 +463,7 @@ 
                  Synthetic data generation
           
                  
             
                  
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+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
                               Furo
diff --git a/docs/build/html/auto_tutorials/iv-viz/plot_i_spectra.html b/docs/build/html/auto_tutorials/iv-viz/plot_i_spectra.html
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@@ -485,7 +485,7 @@ 
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-                Copyright © 2023, Dimitar Georgiev
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             Made with 
                               Furo
diff --git a/docs/build/html/auto_tutorials/iv-viz/plot_ii_peaks.html b/docs/build/html/auto_tutorials/iv-viz/plot_ii_peaks.html
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@@ -383,7 +383,7 @@
         
                  
           
                  
             
                  
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diff --git a/docs/build/html/auto_tutorials/iv-viz/plot_ii_spectra_mean.html b/docs/build/html/auto_tutorials/iv-viz/plot_ii_spectra_mean.html
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@@ -441,7 +441,7 @@ 
                  Single stacked plots
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
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             Made with 
                               Furo
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-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
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diff --git a/docs/build/html/auto_tutorials/iv-viz/sg_execution_times.html b/docs/build/html/auto_tutorials/iv-viz/sg_execution_times.html
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             Made with 
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diff --git a/docs/build/html/auto_tutorials/v-preprocessing/plot_ii_custom_method.html b/docs/build/html/auto_tutorials/v-preprocessing/plot_ii_custom_method.html
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-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
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diff --git a/docs/build/html/auto_tutorials/v-preprocessing/plot_iii_custom_pipeline.html b/docs/build/html/auto_tutorials/v-preprocessing/plot_iii_custom_pipeline.html
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@@ -423,7 +423,7 @@
         
                  
           
                  
             
                  
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+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
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diff --git a/docs/build/html/auto_tutorials/v-preprocessing/plot_iv_predefined_pipeline.html b/docs/build/html/auto_tutorials/v-preprocessing/plot_iv_predefined_pipeline.html
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@@ -394,7 +394,7 @@
         
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
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diff --git a/docs/build/html/auto_tutorials/v-preprocessing/sg_execution_times.html b/docs/build/html/auto_tutorials/v-preprocessing/sg_execution_times.html
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@@ -339,7 +339,7 @@
         
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
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diff --git a/docs/build/html/auto_tutorials/vi-analysis/plot_i_decomposition.html b/docs/build/html/auto_tutorials/vi-analysis/plot_i_decomposition.html
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@@ -427,7 +427,7 @@
         
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
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diff --git a/docs/build/html/auto_tutorials/vi-analysis/plot_ii_kmeans.html b/docs/build/html/auto_tutorials/vi-analysis/plot_ii_kmeans.html
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             Made with 
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diff --git a/docs/build/html/auto_tutorials/vi-analysis/plot_iii_unmixing.html b/docs/build/html/auto_tutorials/vi-analysis/plot_iii_unmixing.html
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@@ -426,7 +426,7 @@
         
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
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diff --git a/docs/build/html/auto_tutorials/vi-analysis/plot_iv_integrative_svm.html b/docs/build/html/auto_tutorials/vi-analysis/plot_iv_integrative_svm.html
index 5b63480..f8422e8 100644
--- a/docs/build/html/auto_tutorials/vi-analysis/plot_iv_integrative_svm.html
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@@ -392,7 +392,7 @@
         
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
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diff --git a/docs/build/html/auto_tutorials/vi-analysis/plot_v_integrative_nn.html b/docs/build/html/auto_tutorials/vi-analysis/plot_v_integrative_nn.html
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--- a/docs/build/html/auto_tutorials/vi-analysis/plot_v_integrative_nn.html
+++ b/docs/build/html/auto_tutorials/vi-analysis/plot_v_integrative_nn.html
@@ -506,7 +506,7 @@
         
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
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diff --git a/docs/build/html/auto_tutorials/vi-analysis/sg_execution_times.html b/docs/build/html/auto_tutorials/vi-analysis/sg_execution_times.html
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-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
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diff --git a/docs/build/html/auto_tutorials/vii-synth/plot_i_endmembers.html b/docs/build/html/auto_tutorials/vii-synth/plot_i_endmembers.html
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-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
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diff --git a/docs/build/html/auto_tutorials/vii-synth/sg_execution_times.html b/docs/build/html/auto_tutorials/vii-synth/sg_execution_times.html
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@@ -327,7 +327,7 @@
         
                  
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
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diff --git a/docs/build/html/data_classes.html b/docs/build/html/data_classes.html
index 594b598..ab5ccae 100644
--- a/docs/build/html/data_classes.html
+++ b/docs/build/html/data_classes.html
@@ -313,7 +313,7 @@ 
                  Data containersSpectralContainer, as well as
 the more specialised Spectrum, SpectralImage and SpectralVolume classes,
 which correspond to single spectra, Raman imaging data and volumetric Raman data respectively.
                  
-
                  For the most part, the construction of these classes is automated through the various Data loading and Datasets
+
                  For the most part, the construction of these classes is automated through the various Data loading and Datasets
 methods in RamanSPy. However, the containers can be populated manually as well, if required.
                  
 
                  
 
                  Note
                  
@@ -422,6 +422,12 @@ 
                  Generic container
+
                  
+tolist() → list[Spectrum][source]
                  
+
                  Returns the spectral object as a list of Spectrum objects.
                  
+
                  
+
 
 
 
                  
@@ -599,7 +605,7 @@ 
                  Volumetric
           
                  
             
                  
-                Copyright © 2023, Dimitar Georgiev
+                Copyright © 2024, Dimitar Georgiev
             
                  
             Made with 
                               Furo
@@ -635,6 +641,7 @@ 
                  VolumetricSpectralContainer.save()
 
                • SpectralContainer.shape
                  • 
 
                • SpectralContainer.spectral_length
                  • 
+
                • SpectralContainer.tolist()
                  •
              diff --git a/docs/build/html/datasets.html b/docs/build/html/datasets.html index b387706..94aabc5 100644 --- a/docs/build/html/datasets.html +++ b/docs/build/html/datasets.html @@ -648,7 +648,7 @@

              Examples:
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/examples/README.html b/docs/build/html/examples/README.html index a5fc873..b63affd 100644 --- a/docs/build/html/examples/README.html +++ b/docs/build/html/examples/README.html @@ -317,7 +317,7 @@

              Examples
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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              ramanspy.analysis.cluster.KMeans
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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              ramanspy.analysis.decompose.ICA
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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              ramanspy.analysis.decompose.NMF
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              ramanspy.analysis.decompose.PCA
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/analysis/unmix/ramanspy.analysis.unmix.FIPPI.html b/docs/build/html/generated/analysis/unmix/ramanspy.analysis.unmix.FIPPI.html index de0605d..9dfa2ac 100644 --- a/docs/build/html/generated/analysis/unmix/ramanspy.analysis.unmix.FIPPI.html +++ b/docs/build/html/generated/analysis/unmix/ramanspy.analysis.unmix.FIPPI.html @@ -378,7 +378,7 @@

              ramanspy.analysis.unmix.FIPPI
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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              ramanspy.analysis.unmix.NFINDR
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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              ramanspy.analysis.unmix.PPI
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/analysis/unmix/ramanspy.analysis.unmix.VCA.html b/docs/build/html/generated/analysis/unmix/ramanspy.analysis.unmix.VCA.html index 7b1d8a0..dd6cfad 100644 --- a/docs/build/html/generated/analysis/unmix/ramanspy.analysis.unmix.VCA.html +++ b/docs/build/html/generated/analysis/unmix/ramanspy.analysis.unmix.VCA.html @@ -379,7 +379,7 @@

              ramanspy.analysis.unmix.VCA
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.AIRPLS.html b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.AIRPLS.html index cce1e21..e512166 100644 --- a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.AIRPLS.html +++ b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.AIRPLS.html @@ -369,7 +369,7 @@

              ramanspy.preprocessing.baseline.AIRPLS
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ARPLS.html b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ARPLS.html index 63c2c9d..3901657 100644 --- a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ARPLS.html +++ b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ARPLS.html @@ -369,7 +369,7 @@

              ramanspy.preprocessing.baseline.ARPLS
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ASLS.html b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ASLS.html index 93c0c89..6dabe5c 100644 --- a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ASLS.html +++ b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ASLS.html @@ -370,7 +370,7 @@

              ramanspy.preprocessing.baseline.ASLS
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ASPLS.html b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ASPLS.html index dca6436..d56674d 100644 --- a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ASPLS.html +++ b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ASPLS.html @@ -369,7 +369,7 @@

              ramanspy.preprocessing.baseline.ASPLS
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.CornerCutting.html b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.CornerCutting.html index 1b1a75b..ea93ad6 100644 --- a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.CornerCutting.html +++ b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.CornerCutting.html @@ -369,7 +369,7 @@

              ramanspy.preprocessing.baseline.CornerCutting
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.DRPLS.html b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.DRPLS.html index 848bb38..29b5927 100644 --- a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.DRPLS.html +++ b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.DRPLS.html @@ -369,7 +369,7 @@

              ramanspy.preprocessing.baseline.DRPLS
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.FABC.html b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.FABC.html index f4271a1..be2a601 100644 --- a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.FABC.html +++ b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.FABC.html @@ -369,7 +369,7 @@

              ramanspy.preprocessing.baseline.FABC
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.Goldindec.html b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.Goldindec.html index 6a89661..179ca41 100644 --- a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.Goldindec.html +++ b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.Goldindec.html @@ -369,7 +369,7 @@

              ramanspy.preprocessing.baseline.Goldindec
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.IARPLS.html b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.IARPLS.html index 6350959..984de0c 100644 --- a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.IARPLS.html +++ b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.IARPLS.html @@ -369,7 +369,7 @@

              ramanspy.preprocessing.baseline.IARPLS
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.IASLS.html b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.IASLS.html index eba1b8f..fddaaf8 100644 --- a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.IASLS.html +++ b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.IASLS.html @@ -369,7 +369,7 @@

              ramanspy.preprocessing.baseline.IASLS
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.IRSQR.html b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.IRSQR.html index 5ed0cad..d81df72 100644 --- a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.IRSQR.html +++ b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.IRSQR.html @@ -369,7 +369,7 @@

              ramanspy.preprocessing.baseline.IRSQR
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ModPoly.html b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ModPoly.html index aa2ca5f..fff110f 100644 --- a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ModPoly.html +++ b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.ModPoly.html @@ -370,7 +370,7 @@

              ramanspy.preprocessing.baseline.ModPoly
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.Poly.html b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.Poly.html index 6ac99da..044544b 100644 --- a/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.Poly.html +++ b/docs/build/html/generated/prepprocessing/baseline/ramanspy.preprocessing.baseline.Poly.html @@ -378,7 +378,7 @@

              ramanspy.preprocessing.baseline.Poly
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.Gaussian.html b/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.Gaussian.html index 8557f3f..1679fb6 100644 --- a/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.Gaussian.html +++ b/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.Gaussian.html @@ -367,7 +367,7 @@

              ramanspy.preprocessing.denoise.Gaussian
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.Kernel.html b/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.Kernel.html index a414bbe..aca8c84 100644 --- a/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.Kernel.html +++ b/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.Kernel.html @@ -366,7 +366,7 @@

              ramanspy.preprocessing.denoise.Kernel
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.SavGol.html b/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.SavGol.html index 5127287..83ebd5e 100644 --- a/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.SavGol.html +++ b/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.SavGol.html @@ -369,7 +369,7 @@

              ramanspy.preprocessing.denoise.SavGol
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.Whittaker.html b/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.Whittaker.html index dd41948..ae174ba 100644 --- a/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.Whittaker.html +++ b/docs/build/html/generated/prepprocessing/denoising/ramanspy.preprocessing.denoise.Whittaker.html @@ -368,7 +368,7 @@

              ramanspy.preprocessing.denoise.Whittaker
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/despiking/ramanspy.preprocessing.despike.WhitakerHayes.html b/docs/build/html/generated/prepprocessing/despiking/ramanspy.preprocessing.despike.WhitakerHayes.html index 6441df0..be51b67 100644 --- a/docs/build/html/generated/prepprocessing/despiking/ramanspy.preprocessing.despike.WhitakerHayes.html +++ b/docs/build/html/generated/prepprocessing/despiking/ramanspy.preprocessing.despike.WhitakerHayes.html @@ -368,7 +368,7 @@

              ramanspy.preprocessing.despike.WhitakerHayes
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/misc/ramanspy.preprocessing.misc.BackgroundSubtractor.html b/docs/build/html/generated/prepprocessing/misc/ramanspy.preprocessing.misc.BackgroundSubtractor.html index 539f63a..355722d 100644 --- a/docs/build/html/generated/prepprocessing/misc/ramanspy.preprocessing.misc.BackgroundSubtractor.html +++ b/docs/build/html/generated/prepprocessing/misc/ramanspy.preprocessing.misc.BackgroundSubtractor.html @@ -363,7 +363,7 @@

              ramanspy.preprocessing.misc.BackgroundSubtractor
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/misc/ramanspy.preprocessing.misc.Cropper.html b/docs/build/html/generated/prepprocessing/misc/ramanspy.preprocessing.misc.Cropper.html index e389be6..fa1561e 100644 --- a/docs/build/html/generated/prepprocessing/misc/ramanspy.preprocessing.misc.Cropper.html +++ b/docs/build/html/generated/prepprocessing/misc/ramanspy.preprocessing.misc.Cropper.html @@ -372,7 +372,7 @@

              ramanspy.preprocessing.misc.Cropper
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.AUC.html b/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.AUC.html index ece7698..f40cb46 100644 --- a/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.AUC.html +++ b/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.AUC.html @@ -368,7 +368,7 @@

              ramanspy.preprocessing.normalise.AUC
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.MaxIntensity.html b/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.MaxIntensity.html index 093fd88..81c26f8 100644 --- a/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.MaxIntensity.html +++ b/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.MaxIntensity.html @@ -367,7 +367,7 @@

              ramanspy.preprocessing.normalise.MaxIntensity
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.MinMax.html b/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.MinMax.html index f8fba20..b983b57 100644 --- a/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.MinMax.html +++ b/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.MinMax.html @@ -372,7 +372,7 @@

              ramanspy.preprocessing.normalise.MinMax
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.Vector.html b/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.Vector.html index cd4c446..2e888cb 100644 --- a/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.Vector.html +++ b/docs/build/html/generated/prepprocessing/norm/ramanspy.preprocessing.normalise.Vector.html @@ -369,7 +369,7 @@

              ramanspy.preprocessing.normalise.Vector
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/protocols/ramanspy.preprocessing.protocols.bergholt2016.html b/docs/build/html/generated/prepprocessing/protocols/ramanspy.preprocessing.protocols.bergholt2016.html index 79c6a40..e0254e9 100644 --- a/docs/build/html/generated/prepprocessing/protocols/ramanspy.preprocessing.protocols.bergholt2016.html +++ b/docs/build/html/generated/prepprocessing/protocols/ramanspy.preprocessing.protocols.bergholt2016.html @@ -359,7 +359,7 @@

              ramanspy.preprocessing.protocols.bergholt2016
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/protocols/ramanspy.preprocessing.protocols.georgiev2023_P1.html b/docs/build/html/generated/prepprocessing/protocols/ramanspy.preprocessing.protocols.georgiev2023_P1.html index b4c15d7..dac3b80 100644 --- a/docs/build/html/generated/prepprocessing/protocols/ramanspy.preprocessing.protocols.georgiev2023_P1.html +++ b/docs/build/html/generated/prepprocessing/protocols/ramanspy.preprocessing.protocols.georgiev2023_P1.html @@ -368,7 +368,7 @@

              ramanspy.preprocessing.protocols.georgiev2023_P1
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/generated/prepprocessing/protocols/ramanspy.preprocessing.protocols.georgiev2023_P3.html b/docs/build/html/generated/prepprocessing/protocols/ramanspy.preprocessing.protocols.georgiev2023_P3.html index 42e122e..d28d3bc 100644 --- a/docs/build/html/generated/prepprocessing/protocols/ramanspy.preprocessing.protocols.georgiev2023_P3.html +++ b/docs/build/html/generated/prepprocessing/protocols/ramanspy.preprocessing.protocols.georgiev2023_P3.html @@ -367,7 +367,7 @@

              ramanspy.preprocessing.protocols.georgiev2023_P3
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/genindex.html b/docs/build/html/genindex.html index 13100f8..5d13b02 100644 --- a/docs/build/html/genindex.html +++ b/docs/build/html/genindex.html @@ -301,7 +301,7 @@

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              -
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              +
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              _

              @@ -695,6 +695,16 @@

              S

              +
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              T

              + + +
              +
              +

              V

              @@ -743,7 +753,7 @@

              W

              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with Furo diff --git a/docs/build/html/index.html b/docs/build/html/index.html index c61b023..9f00c35 100644 --- a/docs/build/html/index.html +++ b/docs/build/html/index.html @@ -378,7 +378,7 @@

              Credits
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/installation.html b/docs/build/html/installation.html index 6538729..1bd2649 100644 --- a/docs/build/html/installation.html +++ b/docs/build/html/installation.html @@ -350,7 +350,7 @@

              Installation
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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              Other
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              Made with Furo diff --git a/docs/build/html/metrics.html b/docs/build/html/metrics.html index d288b6e..b06483b 100644 --- a/docs/build/html/metrics.html +++ b/docs/build/html/metrics.html @@ -461,7 +461,7 @@

              Examples:<
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              Model development
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              Peak distributions
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              Established protocols
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b/docs/build/html/synth.html @@ -472,7 +472,7 @@

              Synthetic mixture datasets
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
              Made with               Furo diff --git a/docs/build/html/tutorials/README.html b/docs/build/html/tutorials/README.html index af18827..8d3ada4 100644 --- a/docs/build/html/tutorials/README.html +++ b/docs/build/html/tutorials/README.html @@ -318,7 +318,7 @@

              Tutorials
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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              Data containers
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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              Data loading
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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              Datasets and metrics
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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              Data visualisation
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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              Preprocessing
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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              Analysis
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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              Synthetic data generation
              - Copyright © 2023, Dimitar Georgiev + Copyright © 2024, Dimitar Georgiev
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