def dataset_statistics_init(self):
# FILTERED DATA
folder_path_data = tkinter.StringVar()
label_data = tkinter.Label(master=self.tab_dataset_statistics)
label_data.place(x=20, y=20)
label_data.config(text="EEG Dots Folder")
textfield_data = tkinter.Entry(master=self.tab_dataset_statistics,
width=100,
state='disabled')
textfield_data.place(x=140, y=20)
browse_button_data = tkinter.Button(
master=self.tab_dataset_statistics,
text="Browse",
command=lambda: self.folder_browse_button(folder_path_data,
textfield_data))
browse_button_data.place(x=750, y=15)
browse_button_data.config(width=10, height=1)
# OUTPUT PATH
folder_path_output = tkinter.StringVar()
label_output = tkinter.Label(master=self.tab_dataset_statistics,
text="Output path")
label_output.place(x=20, y=80)
label_output.config(text="Output path")
textfield_output = tkinter.Entry(master=self.tab_dataset_statistics,
width=100,
state='disabled')
textfield_output.place(x=140, y=80)
browse_button_output = tkinter.Button(
master=self.tab_dataset_statistics,
text="Browse",
command=lambda: self.folder_browse_button(folder_path_output,
textfield_output))
browse_button_output.place(x=750, y=75)
browse_button_output.config(width=10, height=1)
# LOGGING AREA
text_area = tkinter.Text(self.tab_dataset_statistics,
height=10,
width=100)
text_area.place(x=20, y=140)
widget = TextHandler(text_area)
# START BUTTON
start_button = tkinter.Button(
master=self.tab_dataset_statistics,
text="Start",
command=lambda: self.start_dataset_statistics(
folder_path_data.get(), folder_path_output.get(), widget))
start_button.place(x=375, y=325)
start_button.config(width=10, height=1)
def graph_window_visualization_init(self):
# FILTERED DATA
folder_path_data = tkinter.StringVar()
label_data = tkinter.Label(master = self.tab_graph_metrics)
label_data.place(x = 20, y = 20)
label_data.config(text = "RGW Matrix Results")
textfield_data = tkinter.Entry(master = self.tab_graph_metrics, width = 100,
state = 'disabled')
textfield_data.place(x = 140, y = 20)
browse_button_data = tkinter.Button(master = self.tab_graph_metrics, text = "Browse",
command = lambda: self.folder_browse_button(folder_path_data,
textfield_data))
browse_button_data.place(x = 750, y = 15)
browse_button_data.config(width = 10, height = 1)
# OUTPUT PATH
folder_path_output = tkinter.StringVar()
label_output = tkinter.Label(master = self.tab_graph_metrics, text = "Output path")
label_output.place(x = 20, y = 80)
label_output.config(text = "Output path")
textfield_output = tkinter.Entry(master = self.tab_graph_metrics, width = 100,
state = 'disabled')
textfield_output.place(x = 140, y = 80)
browse_button_output = tkinter.Button(master = self.tab_graph_metrics, text = "Browse",
command = lambda: self.folder_browse_button(folder_path_output,
textfield_output))
browse_button_output.place(x = 750, y = 75)
browse_button_output.config(width = 10, height = 1)
# TRIAL INDEX
label_trial_index = tkinter.Label(master = self.tab_graph_metrics, text = "Trial index")
label_trial_index.place(x = 20, y = 140)
label_trial_index.config(text = "Trial index")
textfield_trial_index = tkinter.Entry(master = self.tab_graph_metrics, width = 100)
textfield_trial_index.place(x = 140, y = 140)
# LOGGING AREA
text_area = tkinter.Text(self.tab_graph_metrics, height = 10, width = 100)
text_area.place(x = 20, y = 220)
widget = TextHandler(text_area)
# START BUTTON
start_button = tkinter.Button(master = self.tab_graph_metrics, text = "Start",
command = lambda: self.start_graph_metrics(
folder_path_data.get(),
folder_path_output.get(),
textfield_trial_index.get(),
widget))
start_button.place(x = 375, y = 410)
start_button.config(width = 10, height = 1)
def dec_performance_statistics_init(self):
# FILTERED DATA
folder_path_data = tkinter.StringVar()
label_data = tkinter.Label(master=self.tab_dec_performance_statistics)
label_data.place(x=20, y=20)
label_data.config(text="Initial Runs Folder")
textfield_data = tkinter.Entry(
master=self.tab_dec_performance_statistics,
width=100,
state='disabled')
textfield_data.place(x=140, y=20)
browse_button_data = tkinter.Button(
master=self.tab_dec_performance_statistics,
text="Browse",
command=lambda: self.folder_browse_button(folder_path_data,
textfield_data))
browse_button_data.place(x=750, y=15)
browse_button_data.config(width=10, height=1)
# MULTIPLE RUNS PATH
folder_path_multiple_runs = tkinter.StringVar()
label_multiple_runs = tkinter.Label(
master=self.tab_dec_performance_statistics,
text="Multiple Runs Folder")
label_multiple_runs.place(x=20, y=80)
label_multiple_runs.config(text="Multiple Runs Folder")
textfield_multiple_runs = tkinter.Entry(
master=self.tab_dec_performance_statistics,
width=100,
state='disabled')
textfield_multiple_runs.place(x=140, y=80)
browse_button_csv = tkinter.Button(
master=self.tab_dec_performance_statistics,
text="Browse",
command=lambda: self.folder_browse_button(
folder_path_multiple_runs, textfield_multiple_runs))
browse_button_csv.place(x=750, y=75)
browse_button_csv.config(width=10, height=1)
# OUTPUT PATH
folder_path_output = tkinter.StringVar()
label_output = tkinter.Label(
master=self.tab_dec_performance_statistics, text="Output path")
label_output.place(x=20, y=140)
label_output.config(text="Output path")
textfield_output = tkinter.Entry(
master=self.tab_dec_performance_statistics,
width=100,
state='disabled')
textfield_output.place(x=140, y=140)
browse_button_output = tkinter.Button(
master=self.tab_dec_performance_statistics,
text="Browse",
command=lambda: self.folder_browse_button(folder_path_output,
textfield_output))
browse_button_output.place(x=750, y=135)
browse_button_output.config(width=10, height=1)
# GENERATE SIMPLE PLOTS
label_simple_plots = tkinter.Label(
master=self.tab_dec_performance_statistics,
text="Simple plots T/F")
label_simple_plots.place(x=20, y=200)
label_simple_plots.config(text="Simple plots T/F")
textfield_simple_plots = tkinter.Entry(
master=self.tab_dec_performance_statistics, width=100)
textfield_simple_plots.place(x=140, y=200)
# GENERATE DISTRIBUTION PLOTS
label_distribution_plots = tkinter.Label(
master=self.tab_dec_performance_statistics,
text="Distribution plots T/F")
label_distribution_plots.place(x=20, y=260)
label_distribution_plots.config(text="Distribution plots T/F")
textfield_distribution_plots = tkinter.Entry(
master=self.tab_dec_performance_statistics, width=100)
textfield_distribution_plots.place(x=140, y=260)
# LOGGING AREA
text_area = tkinter.Text(self.tab_dec_performance_statistics,
height=10,
width=100)
text_area.place(x=20, y=320)
widget = TextHandler(text_area)
# START BUTTON
start_button = tkinter.Button(
master=self.tab_dec_performance_statistics,
text="Start",
command=lambda: self.start_dec_performance_statistics(
folder_path_data.get(), folder_path_multiple_runs.get(),
folder_path_output.get(), textfield_simple_plots.get(),
textfield_distribution_plots.get(), widget))
start_button.place(x=375, y=510)
start_button.config(width=10, height=1)
def window_configuration_filter_init(self):
# FILTERED DATA
folder_path_data = tkinter.StringVar()
label_data = tkinter.Label(master = self.tab_window_configuration)
label_data.place(x = 20, y = 20)
label_data.config(text = "EEG Dots folder")
textfield_data = tkinter.Entry(master = self.tab_window_configuration, width = 100, state = 'disabled')
textfield_data.place(x = 140, y = 20)
browse_button_data = tkinter.Button(master = self.tab_window_configuration, text = "Browse",
command = lambda: self.folder_browse_button(folder_path_data,
textfield_data))
browse_button_data.place(x = 750, y = 15)
browse_button_data.config(width = 10, height = 1)
# OUTPUT PATH
folder_path_output = tkinter.StringVar()
label_output = tkinter.Label(master = self.tab_window_configuration, text = "Output path")
label_output.place(x = 20, y = 80)
label_output.config(text = "Output path")
textfield_output = tkinter.Entry(master = self.tab_window_configuration, width = 100, state = 'disabled')
textfield_output.place(x = 140, y = 80)
browse_button_output = tkinter.Button(master = self.tab_window_configuration, text = "Browse",
command = lambda: self.folder_browse_button(folder_path_output,
textfield_output))
browse_button_output.place(x = 750, y = 75)
browse_button_output.config(width = 10, height = 1)
# WINDOW SIZE
label_window_size = tkinter.Label(master = self.tab_window_configuration, text = "Window size")
label_window_size.place(x = 20, y = 140)
label_window_size.config(text = "Window size")
textfield_window_size = tkinter.Entry(master = self.tab_window_configuration, width = 100)
textfield_window_size.place(x = 140, y = 140)
# WINDOW OFFSET
label_window_offset = tkinter.Label(master = self.tab_window_configuration, text = "Window offset")
label_window_offset.place(x = 20, y = 200)
label_window_offset.config(text = "Window offset")
textfield_window_offset = tkinter.Entry(master = self.tab_window_configuration, width = 100)
textfield_window_offset.place(x = 140, y = 200)
# THRESHOLD VALUE
label_threshold_value = tkinter.Label(master = self.tab_window_configuration, text = "Threshold value")
label_threshold_value.place(x = 20, y = 260)
label_threshold_value.config(text = "Threshold value")
textfield_threshold_value = tkinter.Entry(master = self.tab_window_configuration, width = 100)
textfield_threshold_value.place(x = 140, y = 260)
# LOGGING AREA
text_area = tkinter.Text(self.tab_window_configuration, height = 10, width = 100)
text_area.place(x = 20, y = 320)
widget = TextHandler(text_area)
# START BUTTON
start_button = tkinter.Button(master = self.tab_window_configuration, text = "Start",
command = lambda: self.start_window_configuration(folder_path_data.get(),
folder_path_output.get(),
textfield_window_size.get(),
textfield_window_offset.get(),
textfield_threshold_value.get(),
widget))
start_button.place(x = 375, y = 510)
start_button.config(width = 10, height = 1)
def dec_init(self):
# FILTERED DATA
folder_path_data = tkinter.StringVar()
label_data = tkinter.Label(master=self.tab_dec)
label_data.place(x=20, y=20)
label_data.config(text="EEG Raw Data Filtered")
textfield_data = tkinter.Entry(master=self.tab_dec,
width=100,
state='disabled')
textfield_data.place(x=140, y=20)
browse_button_data = tkinter.Button(
master=self.tab_dec,
text="Browse",
command=lambda: self.folder_browse_button(folder_path_data,
textfield_data))
browse_button_data.place(x=750, y=15)
browse_button_data.config(width=10, height=1)
# CSV PATH
folder_path_csv = tkinter.StringVar()
label_csv = tkinter.Label(master=self.tab_dec, text="EEG Dots folder")
label_csv.place(x=20, y=80)
label_csv.config(text="EEG Dots folder")
textfield_csv = tkinter.Entry(master=self.tab_dec,
width=100,
state='disabled')
textfield_csv.place(x=140, y=80)
browse_button_csv = tkinter.Button(
master=self.tab_dec,
text="Browse",
command=lambda: self.folder_browse_button(folder_path_csv,
textfield_csv))
browse_button_csv.place(x=750, y=75)
browse_button_csv.config(width=10, height=1)
# OUTPUT PATH
folder_path_output = tkinter.StringVar()
label_output = tkinter.Label(master=self.tab_dec, text="Output path")
label_output.place(x=20, y=140)
label_output.config(text="Output path")
textfield_output = tkinter.Entry(master=self.tab_dec,
width=100,
state='disabled')
textfield_output.place(x=140, y=140)
browse_button_output = tkinter.Button(
master=self.tab_dec,
text="Browse",
command=lambda: self.folder_browse_button(folder_path_output,
textfield_output))
browse_button_output.place(x=750, y=135)
browse_button_output.config(width=10, height=1)
# WINDOW SIZE
label_window_size = tkinter.Label(master=self.tab_dec,
text="Window size")
label_window_size.place(x=20, y=200)
label_window_size.config(text="Window size")
textfield_window_size = tkinter.Entry(master=self.tab_dec, width=100)
textfield_window_size.place(x=140, y=200)
# WINDOW OFFSET
label_window_offset = tkinter.Label(master=self.tab_dec,
text="Window offset")
label_window_offset.place(x=20, y=260)
label_window_offset.config(text="Window offset")
textfield_window_offset = tkinter.Entry(master=self.tab_dec, width=100)
textfield_window_offset.place(x=140, y=260)
# DIVISION SIZE
label_division_size = tkinter.Label(master=self.tab_dec,
text="Division size")
label_division_size.place(x=20, y=320)
label_division_size.config(text="Division size")
textfield_division_size = tkinter.Entry(master=self.tab_dec, width=100)
textfield_division_size.place(x=140, y=320)
# ONLY TWO SUBJECTS
label_only_two = tkinter.Label(master=self.tab_dec,
text="Only two subjects T/F")
label_only_two.place(x=20, y=380)
label_only_two.config(text="Only two subjects T/F")
textfield_only_two = tkinter.Entry(master=self.tab_dec, width=100)
textfield_only_two.place(x=140, y=380)
# WITH VISDOM
label_with_visdom = tkinter.Label(master=self.tab_dec,
text="With visdom T/F")
label_with_visdom.place(x=20, y=440)
label_with_visdom.config(text="With visdom T/F")
textfield_with_visdom = tkinter.Entry(master=self.tab_dec, width=100)
textfield_with_visdom.place(x=140, y=440)
# WITH VISDOM
label_save_loaders = tkinter.Label(master=self.tab_dec,
text="Save loaders T/F")
label_save_loaders.place(x=20, y=500)
label_save_loaders.config(text="Save loaders T/F")
textfield_save_loaders = tkinter.Entry(master=self.tab_dec, width=100)
textfield_save_loaders.place(x=140, y=500)
# LOGGING AREA
text_area = tkinter.Text(self.tab_dec, height=10, width=100)
text_area.place(x=20, y=540)
widget = TextHandler(text_area)
# START BUTTON
start_button = tkinter.Button(
master=self.tab_dec,
text="Start",
command=lambda: self.start_dec(
folder_path_data.get(), folder_path_csv.get(),
folder_path_output.get(), textfield_window_size.get(),
textfield_window_offset.get(), textfield_division_size.get(),
textfield_only_two.get(), textfield_with_visdom.get(),
textfield_save_loaders.get(), widget))
start_button.place(x=375, y=725)
start_button.config(width=10, height=1)
def raw_data_filter_init(self):
# FILTERED DATA
folder_path_data = tkinter.StringVar()
label_data = tkinter.Label(master=self.tab_raw_data_filter)
label_data.place(x=20, y=20)
label_data.config(text="EEG Dots folder")
textfield_data = tkinter.Entry(master=self.tab_raw_data_filter,
width=100,
state='disabled')
textfield_data.place(x=140, y=20)
browse_button_data = tkinter.Button(
master=self.tab_raw_data_filter,
text="Browse",
command=lambda: self.folder_browse_button(folder_path_data,
textfield_data))
browse_button_data.place(x=750, y=15)
browse_button_data.config(width=10, height=1)
# OUTPUT PATH
folder_path_output = tkinter.StringVar()
label_output = tkinter.Label(master=self.tab_raw_data_filter,
text="Output path")
label_output.place(x=20, y=80)
label_output.config(text="Output path")
textfield_output = tkinter.Entry(master=self.tab_raw_data_filter,
width=100,
state='disabled')
textfield_output.place(x=140, y=80)
browse_button_output = tkinter.Button(
master=self.tab_raw_data_filter,
text="Browse",
command=lambda: self.folder_browse_button(folder_path_output,
textfield_output))
browse_button_output.place(x=750, y=75)
browse_button_output.config(width=10, height=1)
# DEGREE OF PARALLELISM
label_degree_of_parallelism = tkinter.Label(
master=self.tab_raw_data_filter, text="Degree of parallelism")
label_degree_of_parallelism.place(x=20, y=140)
label_degree_of_parallelism.config(text="Degree of parallelism")
textfield_degree_of_parallelism = tkinter.Entry(
master=self.tab_raw_data_filter, width=100)
textfield_degree_of_parallelism.place(x=140, y=140)
# TRIAL FILTER LENGTH
label_trial_filter_length = tkinter.Label(
master=self.tab_raw_data_filter, text="Trial filter length")
label_trial_filter_length.place(x=20, y=200)
label_trial_filter_length.config(text="Trial filter length")
textfield_trial_filter_length = tkinter.Entry(
master=self.tab_raw_data_filter, width=100)
textfield_trial_filter_length.place(x=140, y=200)
textfield_trial_filter_length.insert(0, '627')
# LOGGING AREA
text_area = tkinter.Text(self.tab_raw_data_filter,
height=10,
width=100)
text_area.place(x=20, y=260)
widget = TextHandler(text_area)
# START BUTTON
start_button = tkinter.Button(
master=self.tab_raw_data_filter,
text="Start",
command=lambda: self.start_raw_data_filter(
folder_path_data.get(), folder_path_output.get(),
textfield_degree_of_parallelism.get(),
textfield_trial_filter_length.get(), widget))
start_button.place(x=375, y=450)
start_button.config(width=10, height=1)
def rgw_init(self):
# FOLDER DATA PATH
folder_path_data = tkinter.StringVar()
label_data = tkinter.Label(master=self.tab_rgw)
label_data.place(x=20, y=20)
label_data.config(text="EEG Dots folder")
textfield_data = tkinter.Entry(master=self.tab_rgw,
width=100,
state='disabled')
textfield_data.place(x=140, y=20)
browse_button_data = tkinter.Button(
master=self.tab_rgw,
text="Browse",
command=lambda: self.folder_browse_button(folder_path_data,
textfield_data))
browse_button_data.place(x=750, y=15)
browse_button_data.config(width=10, height=1)
# TRIAL WINDOW CONFIGURATION PATH
trial_window_configuration_file_path = tkinter.StringVar()
trial_window_configuration_label = tkinter.Label(
master=self.tab_rgw, text="Trial config path")
trial_window_configuration_label.place(x=20, y=80)
trial_window_configuration_label.config(text="Trial config path")
textfield_division_file = tkinter.Entry(master=self.tab_rgw,
width=100,
state='disabled')
textfield_division_file.place(x=140, y=80)
browse_button_csv = tkinter.Button(
master=self.tab_rgw,
text="Browse",
command=lambda: self.folder_browse_button(
trial_window_configuration_file_path, textfield_division_file))
browse_button_csv.place(x=750, y=75)
browse_button_csv.config(width=10, height=1)
# FUNCTIONAL NETWORK PATH
functional_network_path = tkinter.StringVar()
label_functional_network = tkinter.Label(master=self.tab_rgw,
text="FN path")
label_functional_network.place(x=20, y=140)
label_functional_network.config(text="FN path")
textfield_functional_network = tkinter.Entry(master=self.tab_rgw,
width=100,
state='disabled')
textfield_functional_network.place(x=140, y=140)
browse_button_functional_network = tkinter.Button(
master=self.tab_rgw,
text="Browse",
command=lambda: self.folder_browse_button(
functional_network_path, textfield_functional_network))
browse_button_functional_network.place(x=750, y=135)
browse_button_functional_network.config(width=10, height=1)
# PREVIOUS WEIGHT MATRIX PATH
previous_matrix_path = tkinter.StringVar()
label_weight_matrix = tkinter.Label(master=self.tab_rgw,
text="Previous matrix path")
label_weight_matrix.place(x=20, y=200)
label_weight_matrix.config(text="Previous matrix path")
textfield_previous_matrix = tkinter.Entry(master=self.tab_rgw,
width=100,
state='disabled')
textfield_previous_matrix.place(x=140, y=200)
browse_button_output = tkinter.Button(
master=self.tab_rgw,
text="Browse",
command=lambda: self.folder_browse_button(
previous_matrix_path, textfield_previous_matrix))
browse_button_output.place(x=750, y=195)
browse_button_output.config(width=10, height=1)
# OUTPUT PATH
output_path = tkinter.StringVar()
label_output = tkinter.Label(master=self.tab_rgw, text="Output path")
label_output.place(x=20, y=260)
label_output.config(text="Output path")
textfield_output = tkinter.Entry(master=self.tab_rgw,
width=100,
state='disabled')
textfield_output.place(x=140, y=260)
browse_button_output = tkinter.Button(
master=self.tab_rgw,
text="Browse",
command=lambda: self.folder_browse_button(output_path,
textfield_output))
browse_button_output.place(x=750, y=255)
browse_button_output.config(width=10, height=1)
# SUBJECT NUMBER
label_subject_number = tkinter.Label(master=self.tab_rgw,
text="Subject number")
label_subject_number.place(x=20, y=320)
label_subject_number.config(text="Subject number")
textfield_subject_number = tkinter.Entry(master=self.tab_rgw, width=10)
textfield_subject_number.place(x=140, y=320)
# TRIAL INDEX
label_trial_index = tkinter.Label(master=self.tab_rgw,
text="Trial index")
label_trial_index.place(x=250, y=320)
label_trial_index.config(text="Trial index")
textfield_trial_index = tkinter.Entry(master=self.tab_rgw, width=10)
textfield_trial_index.place(x=330, y=320)
# WINDOW INDEX
label_window_index = tkinter.Label(master=self.tab_rgw,
text="Window index")
label_window_index.place(x=430, y=320)
label_window_index.config(text="Window index")
textfield_window_index = tkinter.Entry(master=self.tab_rgw, width=10)
textfield_window_index.place(x=520, y=320)
# BATCH SIZE
label_batch_size = tkinter.Label(master=self.tab_rgw,
text="Batch size")
label_batch_size.place(x=610, y=320)
label_batch_size.config(text="Batch size")
textfield_batch_size = tkinter.Entry(master=self.tab_rgw, width=10)
textfield_batch_size.place(x=700, y=320)
# INPUT LENGTH
label_input_length = tkinter.Label(master=self.tab_rgw,
text="Input length")
label_input_length.place(x=20, y=380)
label_input_length.config(text="Input length")
textfield_input_length = tkinter.Entry(master=self.tab_rgw, width=10)
textfield_input_length.place(x=140, y=380)
# OUTPUT LENGTH
label_output_length = tkinter.Label(master=self.tab_rgw,
text="Output length")
label_output_length.place(x=240, y=380)
label_output_length.config(text="Output length")
textfield_output_length = tkinter.Entry(master=self.tab_rgw, width=10)
textfield_output_length.place(x=330, y=380)
# NR OF BLOCKS
label_nr_blocks = tkinter.Label(master=self.tab_rgw, text="Blocks")
label_nr_blocks.place(x=450, y=380)
label_nr_blocks.config(text="Blocks")
textfield_nr_blocks = tkinter.Entry(master=self.tab_rgw, width=10)
textfield_nr_blocks.place(x=520, y=380)
# NR OF LAYERS
label_nr_layers = tkinter.Label(master=self.tab_rgw, text="Layers")
label_nr_layers.place(x=620, y=380)
label_nr_layers.config(text="Layers")
textfield_nr_layers = tkinter.Entry(master=self.tab_rgw, width=10)
textfield_nr_layers.place(x=700, y=380)
# LOADER OPTION
label_loader_option = tkinter.Label(master=self.tab_rgw,
text="Loader option")
label_loader_option.place(x=20, y=440)
label_loader_option.config(text="Loader option")
textfield_loader_option = tkinter.Entry(master=self.tab_rgw, width=10)
textfield_loader_option.place(x=140, y=440)
# NR OF EPOCHS
label_epochs = tkinter.Label(master=self.tab_rgw, text="Epochs")
label_epochs.place(x=260, y=440)
label_epochs.config(text="Epochs")
textfield_epochs = tkinter.Entry(master=self.tab_rgw, width=10)
textfield_epochs.place(x=330, y=440)
# INITIAL TRAIN PERCENTAGE
label_train_percentage = tkinter.Label(master=self.tab_rgw,
text="roFV train")
label_train_percentage.place(x=448, y=440)
label_train_percentage.config(text="roFV train")
textfield_train_percentage = tkinter.Entry(master=self.tab_rgw,
width=10)
textfield_train_percentage.place(x=520, y=440)
# INITIAL CROSS PERCENTAGE
label_cross_percentage = tkinter.Label(master=self.tab_rgw,
text="roFV cross")
label_cross_percentage.place(x=610, y=440)
label_cross_percentage.config(text="roFV cross")
textfield_cross_percentage = tkinter.Entry(master=self.tab_rgw,
width=10)
textfield_cross_percentage.place(x=700, y=440)
# USE FN
label_use_fn = tkinter.Label(master=self.tab_rgw, text="Use FN")
label_use_fn.place(x=30, y=500)
label_use_fn.config(text="Use FN")
textfield_use_fn = tkinter.Entry(master=self.tab_rgw, width=10)
textfield_use_fn.place(x=140, y=500)
# USE PREVIOUS MATRIX
label_previous_matrix = tkinter.Label(master=self.tab_rgw,
text="Use weight matrix")
label_previous_matrix.place(x=230, y=500)
label_previous_matrix.config(text="Use weight matrix")
textfield_use_previous_matrix = tkinter.Entry(master=self.tab_rgw,
width=10)
textfield_use_previous_matrix.place(x=330, y=500)
# INCLUDE CROSS
label_include_cross = tkinter.Label(master=self.tab_rgw,
text="Include cross")
label_include_cross.place(x=440, y=500)
label_include_cross.config(text="Include cross")
textfield_include_cross = tkinter.Entry(master=self.tab_rgw, width=10)
textfield_include_cross.place(x=520, y=500)
# USE GPU
label_use_gpu = tkinter.Label(master=self.tab_rgw, text="Use GPU")
label_use_gpu.place(x=620, y=500)
label_use_gpu.config(text="Use GPU")
textfield_use_gpu = tkinter.Entry(master=self.tab_rgw, width=10)
textfield_use_gpu.place(x=700, y=500)
# LOGGING AREA
text_area = tkinter.Text(self.tab_rgw, height=10, width=100)
text_area.place(x=20, y=560)
widget = TextHandler(text_area)
# START BUTTON
start_button = tkinter.Button(
master=self.tab_rgw,
text="Start",
command=lambda: self.start_rgw(
data_path=folder_path_data.get(),
trial_window_configuration_path=
trial_window_configuration_file_path.get(),
functional_network_path=functional_network_path.get(),
previous_weight_matrix_path=previous_matrix_path.get(),
output_path=output_path.get(),
subject_number=textfield_subject_number.get(),
trial_index=textfield_trial_index.get(),
window_index=textfield_window_index.get(),
batch_size=textfield_batch_size.get(),
input_length=textfield_input_length.get(),
output_length=textfield_output_length.get(),
nr_of_blocks=textfield_nr_blocks.get(),
nr_of_layers=textfield_nr_layers.get(),
loader_option=textfield_loader_option.get(),
nr_of_epochs=textfield_epochs.get(),
initial_train_percentage=textfield_train_percentage.get(),
initial_cross_percentage=textfield_cross_percentage.get(),
use_functional_network=textfield_use_fn.get(),
use_previous_matrix=textfield_use_previous_matrix.get(),
include_cross=textfield_include_cross.get(),
use_gpu=textfield_use_gpu.get(),
widget=widget))
start_button.place(x=375, y=750)
start_button.config(width=10, height=1)
def model_classification_statistics_init(self):
# MODEL PATH
folder_path_model = tkinter.StringVar()
label_model = tkinter.Label(
master=self.tab_model_classification_statistics,
text="Model (with loaders)")
label_model.place(x=20, y=20)
label_model.config(text="Model (with loaders)")
textfield_model = tkinter.Entry(
master=self.tab_model_classification_statistics,
width=100,
state='disabled')
textfield_model.place(x=140, y=20)
browse_button_model = tkinter.Button(
master=self.tab_model_classification_statistics,
text="Browse",
command=lambda: self.folder_browse_button(folder_path_model,
textfield_model))
browse_button_model.place(x=750, y=15)
browse_button_model.config(width=10, height=1)
# TRIAL LENGTHS PATH
folder_path_trial_lengths = tkinter.StringVar()
label_trial_lengths = tkinter.Label(
master=self.tab_model_classification_statistics,
text="Trial lengths folder")
label_trial_lengths.place(x=20, y=80)
label_trial_lengths.config(text="Trial lengths file")
textfield_trial_lengths = tkinter.Entry(
master=self.tab_model_classification_statistics,
width=100,
state='disabled')
textfield_trial_lengths.place(x=140, y=80)
browse_button_model = tkinter.Button(
master=self.tab_model_classification_statistics,
text="Browse",
command=lambda: self.folder_browse_button(
folder_path_trial_lengths, textfield_trial_lengths))
browse_button_model.place(x=750, y=75)
browse_button_model.config(width=10, height=1)
# OUTPUT PATH
folder_path_output = tkinter.StringVar()
label_output = tkinter.Label(
master=self.tab_model_classification_statistics,
text="Output path")
label_output.place(x=20, y=140)
label_output.config(text="Output path")
textfield_output = tkinter.Entry(
master=self.tab_model_classification_statistics,
width=100,
state='disabled')
textfield_output.place(x=140, y=140)
browse_button_output = tkinter.Button(
master=self.tab_model_classification_statistics,
text="Browse",
command=lambda: self.folder_browse_button(folder_path_output,
textfield_output))
browse_button_output.place(x=750, y=135)
browse_button_output.config(width=10, height=1)
# MEDIAN VALUE
label_median_value = tkinter.Label(
master=self.tab_model_classification_statistics,
text="Median value")
label_median_value.place(x=20, y=200)
label_median_value.config(text="Median value")
textfield_median_value = tkinter.Entry(
master=self.tab_model_classification_statistics, width=100)
textfield_median_value.place(x=140, y=200)
# GENERATE FROM TRAIN
label_generate_from_train = tkinter.Label(
master=self.tab_model_classification_statistics,
text="Generate from train T/F")
label_generate_from_train.place(x=20, y=260)
label_generate_from_train.config(text="Generate from train T/F")
textfield_generate_from_train = tkinter.Entry(
master=self.tab_model_classification_statistics, width=100)
textfield_generate_from_train.place(x=220, y=260)
# PLOT GENERATE FROM CROSS
label_generate_from_cross = tkinter.Label(
master=self.tab_model_classification_statistics,
text="Generate from cross T/F")
label_generate_from_cross.place(x=20, y=320)
label_generate_from_cross.config(text="Generate from cross T/F")
textfield_generate_from_cross = tkinter.Entry(
master=self.tab_model_classification_statistics, width=100)
textfield_generate_from_cross.place(x=220, y=320)
# GENERATE FROM TEST
label_generate_from_test = tkinter.Label(
master=self.tab_model_classification_statistics,
text="Generate from test T/F")
label_generate_from_test.place(x=20, y=380)
label_generate_from_test.config(text="Generate from test T/F")
textfield_generate_from_test = tkinter.Entry(
master=self.tab_model_classification_statistics, width=100)
textfield_generate_from_test.place(x=220, y=380)
# LOGGING AREA
text_area = tkinter.Text(self.tab_model_classification_statistics,
height=10,
width=100)
text_area.place(x=20, y=420)
widget = TextHandler(text_area)
# START BUTTON
start_button = tkinter.Button(
master=self.tab_model_classification_statistics,
text="Start",
command=lambda: self.start_model_classification_statistics(
folder_path_model.get(), folder_path_trial_lengths.get(),
folder_path_output.get(), textfield_median_value.get(),
textfield_generate_from_train.get(),
textfield_generate_from_cross.get(),
textfield_generate_from_test.get(), widget))
start_button.place(x=375, y=605)
start_button.config(width=10, height=1)
def model_analytics_init(self):
# MULTIPLE RUNS PATH
folder_path_multiple_runs = tkinter.StringVar()
label_multiple_runs = tkinter.Label(master=self.tab_model_analytics,
text="Multiple Runs Folder")
label_multiple_runs.place(x=20, y=20)
label_multiple_runs.config(text="Multiple Runs Folder")
textfield_multiple_runs = tkinter.Entry(
master=self.tab_model_analytics, width=100, state='disabled')
textfield_multiple_runs.place(x=140, y=20)
browse_button_csv = tkinter.Button(
master=self.tab_model_analytics,
text="Browse",
command=lambda: self.folder_browse_button(
folder_path_multiple_runs, textfield_multiple_runs))
browse_button_csv.place(x=750, y=15)
browse_button_csv.config(width=10, height=1)
# OUTPUT PATH
folder_path_output = tkinter.StringVar()
label_output = tkinter.Label(master=self.tab_model_analytics,
text="Output path")
label_output.place(x=20, y=80)
label_output.config(text="Output path")
textfield_output = tkinter.Entry(master=self.tab_model_analytics,
width=100,
state='disabled')
textfield_output.place(x=140, y=80)
browse_button_output = tkinter.Button(
master=self.tab_model_analytics,
text="Browse",
command=lambda: self.folder_browse_button(folder_path_output,
textfield_output))
browse_button_output.place(x=750, y=75)
browse_button_output.config(width=10, height=1)
# PLOT WEIGHT HEATMAPS
label_weight_heatmaps = tkinter.Label(master=self.tab_model_analytics,
text="Weight heatmaps T/F")
label_weight_heatmaps.place(x=20, y=140)
label_weight_heatmaps.config(text="Weight heatmaps T/F")
textfield_weight_heatmaps = tkinter.Entry(
master=self.tab_model_analytics, width=100)
textfield_weight_heatmaps.place(x=220, y=140)
# PLOT COLLAPSED WEIGHT HEATMAPS
label_collapsed_weight_heatmaps = tkinter.Label(
master=self.tab_model_analytics, text="Collapsed heatmaps T/F")
label_collapsed_weight_heatmaps.place(x=20, y=200)
label_collapsed_weight_heatmaps.config(text="Collapsed heatmaps T/F")
textfield_collapsed_weight_heatmaps = tkinter.Entry(
master=self.tab_model_analytics, width=100)
textfield_collapsed_weight_heatmaps.place(x=220, y=200)
# PLOT COLLAPSED WEIGHT HEATMAPS ALIGNED
label_collapsed_weight_heatmaps_aligned = tkinter.Label(
master=self.tab_model_analytics,
text="Collapsed heatmaps aligned T/F")
label_collapsed_weight_heatmaps_aligned.place(x=20, y=260)
label_collapsed_weight_heatmaps_aligned.config(
text="Collapsed heatmaps aligned T/F")
textfield_collapsed_weight_heatmaps_aligned = tkinter.Entry(
master=self.tab_model_analytics, width=100)
textfield_collapsed_weight_heatmaps_aligned.place(x=220, y=260)
# LOGGING AREA
text_area = tkinter.Text(self.tab_model_analytics,
height=10,
width=100)
text_area.place(x=20, y=320)
widget = TextHandler(text_area)
# START BUTTON
start_button = tkinter.Button(
master=self.tab_model_analytics,
text="Start",
command=lambda: self.start_model_analytics(
folder_path_multiple_runs.get(), folder_path_output.get(),
textfield_weight_heatmaps.get(),
textfield_collapsed_weight_heatmaps.get(),
textfield_collapsed_weight_heatmaps_aligned.get(), widget))
start_button.place(x=375, y=510)
start_button.config(width=10, height=1)