2022-07-28

Steps to package and publish Python codes to PyPI (pip)

5 mins read In today’s article, we are going to discuss how PyPI lets developers share packages with other people who may wish […]
2022-06-19

Understanding Micro, Macro, and Weighted Averages for Scikit-Learn metrics in multi-class classification with example

11 mins read The F1 score, also known as the F-measure, stands as a widely-used metric to assess a classification model’s performance. When […]
2022-03-28

Bulk Boto3 (bulkboto3): Python package for fast and parallel transferring a bulk of files to S3 based on boto3!

5 mins read Table of Contents: Introduction About bulkboto3 Getting Started Prerequisites Installation Usage Contributing Conclusion Introduction “How to transfer a bulk of […]
2022-02-17

A guide on PySpark Window Functions with Partition By

11 mins read When analyzing data within groups, Pyspark window functions can be more useful than using groupBy for examining relationships. First, a […]
2021-12-26

Walk-forward optimization for algorithmic trading strategies on cloud architecture

11 mins read Table of Contents: Introduction Terminology Walk-forward Optimization Design of walk-forwards The Architecture Configuring cloud machines using Ansible Docker Swarm Optimization […]