Rohan Anand

@rohan-anand

Research Scientist @IIT Delhi

Bangalore, IndiaJoined December 2022

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Contributing to Open Source

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Open for discussion and collaborations.

Rohan Anand's blogs

Rohan Anandrohan-anand.com33 posts

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Recently published

RARohan Anandrohan-anand.comDec 31, 2024 · 5 min read

Regridding: Comparing xarray and SciPy

As 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...

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RARohan Anandrohan-anand.comNov 11, 2023 · 3 min read

Univariate vs. Multivariate Approach in Time Series Forecasting

Time 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...

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RARohan Anandrohan-anand.comSep 24, 2023 · 3 min read

Navigating XGBoost 2.0.0: From Doctest Dilemma to Issue Resolution

My 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 ...

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RARohan Anandrohan-anand.comAug 1, 2023 · 2 min read

Prompt Engineering

Basic 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...

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RARohan Anandrohan-anand.comJul 13, 2023 · 3 min read

Managing Python Version Dependency in Google Cloud Composer

Introduction 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...

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Rohan Anand

About

Available for

Rohan Anand's blogs

Recently published

Regridding: Comparing xarray and SciPy

Univariate vs. Multivariate Approach in Time Series Forecasting

Navigating XGBoost 2.0.0: From Doctest Dilemma to Issue Resolution

Prompt Engineering

Managing Python Version Dependency in Google Cloud Composer

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Rohan Anand

About

Available for

Rohan Anand's blogs

Recently published

Regridding: Comparing xarray and SciPy

Univariate vs. Multivariate Approach in Time Series Forecasting

Navigating XGBoost 2.0.0: From Doctest Dilemma to Issue Resolution

Prompt Engineering

Managing Python Version Dependency in Google Cloud Composer