Regridding: Comparing xarray and SciPyAs I was searching for code options to regrid data instead of relying on tools, I discovered two popular methods: SciPy and xarray. To explore and compare their capabilities, I downloaded single day 2-meter temperature data (T2m) from the ERA5 satell...Dec 31, 2024 · 5 min readrohan-anand.com
Univariate vs. Multivariate Approach in Time Series ForecastingTime series forecasting plays a pivotal role in various fields, especially in domains like power & energy consumption, stock price , weather forecasting etc. The choice of modeling approach can significantly impact the accuracy of predictions. In thi...Nov 11, 2023 · 3 min readrohan-anand.com
Navigating XGBoost 2.0.0: From Doctest Dilemma to Issue ResolutionMy recent escapade led me to the world of XGBoost, where an upgraded version turned my doctest world upside down. I was contributing to open source, at TheAlgorithms/Python, in an algorithm that uses XGBoost. Everything was running smoothly with the ...Sep 24, 2023 · 3 min readrohan-anand.com
Prompt EngineeringBasic understanding of Prompt Engineering with examples. Introduction I heard about prompt engineering through a LinkedIn post which was talking about new practices in AI, Prompt Engineering is a concept within the field of natural language processin...Aug 1, 2023 · 2 min readrohan-anand.com
Managing Python Version Dependency in Google Cloud ComposerIntroduction Google Cloud Composer is a managed Apache Airflow service that allows users to orchestrate and manage workflows in the cloud. However, one common challenge faced by users is when they need to use a Python package that requires a higher v...Jul 13, 2023 · 3 min readrohan-anand.com
