Major Update with New Features!

What is Changed

• [feature] introducing Component
• [feature] searching/ filtering pipelines that shares components
• [doc] documentation in readthedocs
• [test] added testcases
• [readme] updated readme file

0.2

added remark to each experiment

• if a config is newly initialises remark="New" [Default]  however you can change it to other description like
  

• if you use a existed ppl without trained weight it takes remark="<used_ppl_name>"
  

• but if you use with trained weights it takes remark="<used_ppl_name>[<best_epoch_of the given ppl>]"
  

corrected use_ppl

0.1.9

v0.1.9

• improved performance_plot
  adding legend in single experiment plot
• PipeLine.train( adding patient )
  set pateint value to stop training if there are no improvement in validation loss.
  bug fixed in use_ppl, multi_train, archive, delete
  some syntax errors have been fixed

0.1.8.6

Only update in performance_plot

• Easy comparison of experiments: The performance_plot function now supports plotting performance metrics for multiple pipelines.
• Customizable Plot Size: Added figsize parameter to control the plot’s aspect ratio.

Full Changelog: 0.1.8.5...0.1.8.6

Full Changelog: 0.1.8.5...0.1.8.6

0.1.8.5

Access collate function of dataset class which should be defined as static method.