Jake Schmidt – Medium

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·Dec 5, 2022

End Python Dependency Hell with pip-compile-multi

Keep your project reproducible and your complex Python dependencies organized — Most Python projects of consequence have complex dependency management requirements that are inadequately addressed by common open-source solutions. Some tools try to tackle the entire packaging experience, while others aim to solve one or two narrow subproblems. Despite the myriad solutions, developers still face the same dependency management challenges:

Python

6 min read

Python

6 min read

Jun 19, 2021

How I Optimized My AirBnB Listing with Multi-Armed Bandit Testing

Part 2: Technical Definitions and (Some) Implementation In my last post, we introduced the concept of optimizing an AirBnB listing using a statistical technique called Multi-Armed Bandits. In this post, we’ll refine the problem with more technical language and implement a bandit with Python that can interact with the AirBnB listing. But first, some definitions: Message: the…

Python

8 min read

How I Optimized My AirBnB Listing with Multi-Armed Bandit Testing

Python

8 min read

Feb 2, 2021

How I Optimized My AirBnB Listing with Multi-Armed Bandit Testing

Part 1: An introduction In October, I decided to convert my guest bedroom into an AirBnB. After months of designing, painting, furnishing, and installation, I thought I was finally finished with the project. But when I listed the room on AirBnB, I realized the number of knobs I could turn maximize revenue, including: Listing…

Data Science

3 min read

Data Science

3 min read