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Michael C Rubin's Projects

bootcamp icon bootcamp

Corse material for the Algorand Developer Bootcamp series

cleanrfield icon cleanrfield

cleanRfield: This package is a compilation of functions to clean and filter observations from yield monitors or other agricultural spatial point data. Yield monitors are prone to error, and filtering the observations or removing observations from near field boundaries can improve estimates of whole-field yield, combine speed, grain moisture, or other parameters. In this package, users can easily select filters thresholding for one or more traits and prepare a smaller dataset to make decisions.

cropdemand icon cropdemand

Package that aims to carry out the crop water balance with images from TerraClimate

field_uniformity icon field_uniformity

This algorithm tests the uniformity of NDVI in a field. This is used to identify crop treatments.

gan-for-tabular-data icon gan-for-tabular-data

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

interpolation_study icon interpolation_study

This is a geographical interpolation study which evaluates the error distribution of different methodologies.

joblikator icon joblikator

This is a Shiny Web App, which integrates GPT-3.5 and the vitae package to customize your CV to each new Job Opportunity.

learnr icon learnr

Interactive Tutorials with R Markdown

my_coding_style icon my_coding_style

This describes my coding style (currently only in R) to make collaboration easier for my fellow workers and colleagues.to coll

real-time-voice icon real-time-voice

Real time voice cloner based on a research paper titled "Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis"

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