sammajumder Goto Github PK

applying-xai-approaches-to-ecology

"🌿 A comprehensive repository dedicated to applying eXplainable Artificial Intelligence (XAI) in ecology. Dive into interpretable machine learning techniques to assess intraspecific trait variations and explore datasets, visualizations, and more. 📊🌍📈"

applying-xai-approaches-to-ecology-shiny

auraldatasuite

Data Sonification Meets Music: A symphonic blend of data-driven sounds with inspired musical compositions.

chronoclimatehub

An interactive visualization platform showcasing timelapse videos of global climate shifts. Dive into captivating visuals that chronicle changes in temperature, precipitation, desertification, air pollution, and more. Witness the evolving narrative of our planet, one frame at a time.

enviroinfer-sundarbans

Utilizing Interpretable Machine Learning to Analyze and Assess the Environmental Factors Affecting Vegetation Health in the Sundarbans Mangrove Forest.

garuda

georflow

Effortlessly handles geospatial data with geoRFlow, your comprehensive R package for geospatial tasks. For data import and quality checks using workflow automation.

geovizhub

"A hub for innovative geospatial data visualizations using Python and R. Explore, analyze, and visualize geographical data in an interactive and intuitive manner."

inventory

This repository is a curated collection of R functions developed by Sambadi Majumder. This serves as a comprehensive inventory of functions, catering to various domains.

machinelearningfunctionaltraitdivergence

This repository is dedicated to the study of functional trait divergence using machine learning methodologies. It encompasses datasets, code, tables, and visual representations pertinent to the research.

machinelearningfunctionaltraitdivergence_shiny

mytidytuesdayparticipation

Exploring weekly Tidy Tuesday challenges with R to unravel insights and hone data visualization skills.

pyearthly

"pyearthly effortlessly handles geospatial data, especially in in the context of data import and quality checks using workflow automation."

sam_portfolio

Portfolio

sambadi_portfolio

My Data Science Portfolio

sammajumder

saraswati

spatialdatachronicles

Explore the realm of spatial data with Sam through the Spatial Data Chronicles portfolio website. This repository hosts all essential files to navigate the journey, sharing insights and projects on GIS, remote sensing, and spatial analysis.

varuna

yield_forecast_sunflowers

This repository contains code and data for analyzing sunflower agricultural yield in the US for identifying specific climate variables and thresholds that influence yield using interpretable ML approaches as well as to forecast future county-wide yield across three future timeframes.

yield_forecast_sunflowers_shiny

yieldscapeusa

About YieldScape USA is a dynamic, user-driven dashboard enabling the visualization of crop yield data across the US. By uploading a tailored RDS file, users can explore yearly yield variations at national, state, and county levels through an interactive, full-screen map.