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lendingclub-scipy
 
 
planout-abtest
 
 
prophet-uber
 
 
simpy-broadcast
 
 
stepwise-processor
 
 
README.md
 
 

README.md

python-notebooks

Python notebooks for demonstrating various ideas, APIs, libraries.

  • planout-abtest - Defining an AB test experiment with Planout, simulating exposures, and analysing the results.
  • prophet-uber - Timeseries forecasting of Uber data using Prophet, which includes a trend, a weekly component and the impact of holidays.
  • simpy-broadcast - Demonstration of using simpy to simulate a stream of read receipts for messages broadcast to 10 recipients.
  • stepwise-processor - Stepwise processor pattern from Mahmoud Hashemi's Enterprise Software with Python course. Demonstrates topic summarization using Wikipedia.
  • lendingclub-scipy - Demonstrates fitting an alpha distribution with scipy to LendingClub loan data.

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Python notebooks for demonstrating various ideas, APIs, libraries.

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python timeseries jupyter-notebook scipy abtesting prophet planout simpy

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