Visuals

API details: Provides helper functions for creating visualizations and flowcharts for book and documentation site

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make_flowchart

 make_flowchart (blocks, layers=None)

blocks = ['Imports', 'Data Download/Engineering','Create Data Bunch', 'Create Learner', 'Training & Fine Tuning']

layers = ['from fastai.vision.all import *', 
          'untar_data \n url => path',
          'ImageDataBunch.from_name_func \n (path, get_image_files, valid_pct, label_func, item_tfms) => Databunch',
          'cnn_learner \n (Databunch, architecture, metrics) => learner',
          'learner.fine_tune \n (epochs) \n Prints Table']

make_flowchart(blocks, layers)