astronomicAL
latest
API reference
astronomicAL.active_learning
astronomicAL.dashboard
astronomicAL.settings
Tutorials
Preparing Your Data For Use in AstronomicAL
Completing the Data Setup
Training a Classifier
Reloading a Previous Configuration
Creating a Labelled Test Set
Creating Custom Plots
Adding Custom Features to Your Model
Using Your Models Outside of AstronomicAL
Other
Contributors
Citing the Software
astronomicAL
Index
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Index
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_accuracy_list (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_assigned (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_f1_list (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_image_zoom (astronomicAL.dashboard.selected_source.SelectedSourceDashboard attribute)
_label (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_label_alias (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_max_x (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_max_y (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_min_x (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_min_y (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_model_output_data_tr (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_model_output_data_val (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_precision_list (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_queried_is_selected (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_recall_list (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_return_to_train_view_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_seen_caution (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_seen_test_results (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_show_caution (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_show_test_results (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_stop_caution_show_checkbox (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_test_scores (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_train_scores (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_training (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_update_labels_cb() (astronomicAL.settings.param_assignment.ParameterAssignment method)
_update_variable_lists() (astronomicAL.dashboard.dashboard.LabellingDashboard method)
_val_scores (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
_view_test_results_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
A
ActiveLearningDashboard (class in astronomicAL.dashboard.active_learning)
ActiveLearningModel (class in astronomicAL.active_learning.active_learning)
ActiveLearningSettings (class in astronomicAL.settings.active_learning)
add_active_learning() (astronomicAL.dashboard.active_learning.ActiveLearningDashboard method)
add_classifier_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
all_al_data (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
assign_global_data() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
assign_label_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
assign_label_group (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
astronomicAL.extensions.extension_plots
module
astronomicAL.extensions.feature_generation
module
astronomicAL.extensions.models
module
astronomicAL.extensions.query_strategies
module
astronomicAL.utils.load_config
module
astronomicAL.utils.optimise
module
astronomicAL.utils.save_config
module
C
check_required_column() (astronomicAL.dashboard.selected_source.SelectedSourceDashboard method)
checkpoint_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
classifier_dropdown (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
classifier_table (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
classifier_table_source (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
conf_mat_test_fn (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
conf_mat_test_fp (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
conf_mat_test_tn (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
conf_mat_test_tp (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
conf_mat_tr_fn (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
conf_mat_tr_fp (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
conf_mat_tr_tn (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
conf_mat_tr_tp (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
conf_mat_val_fn (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
conf_mat_val_fp (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
conf_mat_val_tn (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
conf_mat_val_tp (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
corr_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
corr_val (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
create_pipeline() (astronomicAL.dashboard.settings_dashboard.SettingsDashboard method)
create_pool() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
CustomPlot (class in astronomicAL.extensions.extension_plots)
D
Dashboard (class in astronomicAL.dashboard.dashboard)
DataSelection (class in astronomicAL.settings.data_selection)
df (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
(astronomicAL.dashboard.selected_source.SelectedSourceDashboard attribute)
E
empty_selected() (astronomicAL.dashboard.selected_source.SelectedSourceDashboard method)
exclude_unclassified_labels() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
F
full_labelled_data (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
G
generate_features() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
get_dataframe_from_fits_file() (astronomicAL.settings.data_selection.DataSelection method)
get_df() (astronomicAL.settings.active_learning.ActiveLearningSettings method)
(astronomicAL.settings.data_selection.DataSelection method)
get_id_column() (astronomicAL.settings.param_assignment.ParameterAssignment method)
get_label_colours() (astronomicAL.settings.param_assignment.ParameterAssignment method)
get_label_column() (astronomicAL.settings.param_assignment.ParameterAssignment method)
get_label_strings() (astronomicAL.settings.param_assignment.ParameterAssignment method)
get_settings() (astronomicAL.dashboard.settings_dashboard.SettingsDashboard method)
(astronomicAL.settings.param_assignment.ParameterAssignment method)
I
id_al_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
id_pool (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
id_test (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
id_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
id_val (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
incorr_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
incorr_val (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
is_complete() (astronomicAL.settings.active_learning.ActiveLearningSettings method)
(astronomicAL.settings.param_assignment.ParameterAssignment method)
iterate_AL() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
L
LabellingDashboard (class in astronomicAL.dashboard.dashboard)
learner (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
M
MenuDashboard (class in astronomicAL.dashboard.menu)
module
astronomicAL.extensions.extension_plots
astronomicAL.extensions.feature_generation
astronomicAL.extensions.models
astronomicAL.extensions.query_strategies
astronomicAL.utils.load_config
astronomicAL.utils.optimise
astronomicAL.utils.save_config
N
next_interation_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
O
optical_image (astronomicAL.dashboard.selected_source.SelectedSourceDashboard attribute)
P
panel() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
(astronomicAL.dashboard.active_learning.ActiveLearningDashboard method)
(astronomicAL.dashboard.dashboard.Dashboard method)
(astronomicAL.dashboard.dashboard.LabellingDashboard method)
(astronomicAL.dashboard.menu.MenuDashboard method)
(astronomicAL.dashboard.plot.PlotDashboard method)
(astronomicAL.dashboard.selected_source.SelectedSourceDashboard method)
(astronomicAL.dashboard.settings_dashboard.SettingsDashboard method)
(astronomicAL.settings.active_learning.ActiveLearningSettings method)
(astronomicAL.settings.data_selection.DataSelection method)
(astronomicAL.settings.param_assignment.ParameterAssignment method)
panel_row (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
ParameterAssignment (class in astronomicAL.settings.param_assignment)
pipeline (astronomicAL.dashboard.settings_dashboard.SettingsDashboard attribute)
plot() (astronomicAL.dashboard.dashboard.LabellingDashboard method)
(astronomicAL.dashboard.plot.PlotDashboard method)
PlotDashboard (class in astronomicAL.dashboard.plot)
Q
queried_points (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
query_index (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
query_new_point() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
query_strategy_dropdown (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
R
radio_image (astronomicAL.dashboard.selected_source.SelectedSourceDashboard attribute)
remove_classifier_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
remove_from_pool() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
request_test_results_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
retrain (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
row (astronomicAL.dashboard.active_learning.ActiveLearningDashboard attribute)
(astronomicAL.dashboard.menu.MenuDashboard attribute)
(astronomicAL.dashboard.selected_source.SelectedSourceDashboard attribute)
(astronomicAL.dashboard.settings_dashboard.SettingsDashboard attribute)
S
save_model() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
scale_data() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
scaler (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
selected_history (astronomicAL.dashboard.selected_source.SelectedSourceDashboard attribute)
SelectedSourceDashboard (class in astronomicAL.dashboard.selected_source)
set_contents() (astronomicAL.dashboard.dashboard.Dashboard method)
SettingsDashboard (class in astronomicAL.dashboard.settings_dashboard)
setup_learners() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
setup_panel() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
setup_row (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
show_queried_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
show_queried_point() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
split_x_y_ids() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
split_y_ids() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
src (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
(astronomicAL.dashboard.selected_source.SelectedSourceDashboard attribute)
start_training_button (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
starting_num_points (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
T
train_val_test_split() (astronomicAL.active_learning.active_learning.ActiveLearningModel method)
U
update_colours() (astronomicAL.settings.param_assignment.ParameterAssignment method)
update_data() (astronomicAL.settings.active_learning.ActiveLearningSettings method)
(astronomicAL.settings.param_assignment.ParameterAssignment method)
update_variable_lists() (astronomicAL.dashboard.plot.PlotDashboard method)
X
x_al_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
x_pool (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
x_test (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
x_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
x_val (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
Y
y_al_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
y_pool (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
y_test (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
y_train (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
y_val (astronomicAL.active_learning.active_learning.ActiveLearningModel attribute)
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