piwheels

times-ctr-optimizer

Professional CTR optimization achieving 20.4% performance - Production-ready recommendation system by MTech AI student at IIT Patna

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install times-ctr-optimizer

Dependencies

• tqdm
• rich
• pyarrow
• seaborn
• pandas
• scikit-learn
• matplotlib
• numpy
• torch
• polars

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
1.0.1	2025-10-13
times_ctr_optimizer-1.0.1-py3-none-any.whl (18 KB)
1.0.0	2025-09-24
times_ctr_optimizer-1.0.0-py3-none-any.whl (17 KB)

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