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CGIAR social economic ontology
Shap values for model interpretation
An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model
Inference in shift-share designs
Slides and exercises for the video tutorial at https://shiny.rstudio.com/tutorial/
A collection of complete apps aiming to demonstrate intermediate to advanced usage of new Shiny features.
Code for Shopper, a probabilistic model of shopping baskets
Social media data analytics module
Slides, code and data for "Scalable methods for large spatial data" course, Spring 2017
A book or manual that presents standard operating procedures (SOPs) for doing spatial exante analyses
This repository shows a workflow of decomposing yield gaps into different component in a spatially differentiated manner.
a simple example for estimating the causal effects of spatial treatments, following Pollmann (2021)
Generate a specification chart in base R (with reproducible example)
Repository containing raw data, code, and final output for the Statistical Performance Indicators project of the World bank
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!
Stata instructions for research projects
http://htmlpreview.github.io/?https://github.com/marruett/Supplementary_Ruett_Precision_Agriculture/blob/main/RMarkdown.html
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
Supporting materials for the Transport Demand Modeling course, lectured by Prof. Filipe Moura.
Tree-based methods for supervised learning in R
Nick, Gerardo, Gaurav, Sunglyoung
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.
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
Using this repo, you'll be able to send a POST request to retrieve data, format and map using non-contiguous cartogram
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.