5 Creating progress bars and time-outs in Python

 

This chapter covers

  • How to create a progress bar to monitor code execution (such as time-consuming loops)
  • How to monitor the progress of training machine learning (ML) models
  • How to create a timer to auto-stop long-running code
 
 

5.1 Creating progress bars and timing Python processes

 
 
 
 

5.2 Monitoring the progress of training ML models

 
 

5.2.1 Monitoring hyperparameter tuning

 

5.3 How to auto-stop long-running code

 
 
 
 

5.3.1 Set a time-out on a loop

 
 
 
 

5.3.2 Set a time-out on reading data from a database

 
 
 

5.3.3 Set a time-out on training a machine learning model

 
 
 

5.3.4 Using decorators

 

5.4 Practice on your own

 
 
 

5.5 Summary

 
 
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