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The website for GaNDLF; start with index.md.
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graph TD;
CSV_File-->Data_to_Process;
Data_to_Process-->Command_Line_API;
Config_YAML-->Model_Configuration
Config_YAML-->Training_Configuration
Config_YAML-->Data_Configuration
Model_Configuration-- Architecture, Loss, Optimizer, Learning Rate -->Command_Line_API;
Training_Configuration-- Output classes, Cross-validation -->Command_Line_API;
Data_Configuration-- Preprocessing, Augmentation -->Command_Line_API;
Command_Line_API-->Inference;
Command_Line_API-->Training;
Inference-->Outputs;
Outputs--Segmentation-->Masks;
Outputs--Regression/Classification-->Predictions;
Training-->Train_Loader;
Training-->Validation_Loader;
Training-->Testing_Loader;
Train_Loader-->FWD[[Forward_Pass]];
FWD[[Forward_Pass]]-->Loss[[Loss]];
Loss[[Loss]]-->Optimizer[[Optimizer]];
Validation_Loader-->Validation_Metric;
Validation_Metric-->Save_Model;
Testing_Loader-->Model_Statistics;
Optimizer[[Optimizer]]-->Optimized_Model;
Save_Model-->Optimized_Model;
Optimized_Model-->Inference;
Optimized_Model-->Deploy
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Are you sure you want to delete this access key?
Are you sure you want to delete this access key?