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maxwellmkondiwa's Projects

seont icon seont

CGIAR social economic ontology

shapflex icon shapflex

An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model

shiny_app_stories icon shiny_app_stories

A collection of complete apps aiming to demonstrate intermediate to advanced usage of new Shiny features.

shopper-src icon shopper-src

Code for Shopper, a probabilistic model of shopping baskets

spatial-course-2017 icon spatial-course-2017

Slides, code and data for "Scalable methods for large spatial data" course, Spring 2017

spatial_exante_sop_book icon spatial_exante_sop_book

A book or manual that presents standard operating procedures (SOPs) for doing spatial exante analyses

spatialtreat-example icon spatialtreat-example

a simple example for estimating the causal effects of spatial treatments, following Pollmann (2021)

spec_chart icon spec_chart

Generate a specification chart in base R (with reproducible example)

spi icon spi

Repository containing raw data, code, and final output for the Statistical Performance Indicators project of the World bank

start-machine-learning icon start-machine-learning

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2021 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

torchgeo icon torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

treebook icon treebook

Tree-based methods for supervised learning in R

vra_with_cf icon vra_with_cf

This repository has the R and Python codes and data related to manuscript "Causal Forest Approach for Site-specific Input Management via On-farm Precision Experimentation." by Kakimoto, S., Mieno, T., Tanaka, T.S.T., & Bullock, D.S.

water-when-it-counts icon water-when-it-counts

Replication files for Water When It Counts: Reducing Scarcity through Irrigation Monitoring in Central Mozambique by Paul Christian, Florence Kondylis, Valerie Mueller, Astrid Zwager and Tobias Siegfried

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