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Amn's Projects

deno icon deno

A secure TypeScript runtime on V8

diagrammer icon diagrammer

Graph and network visualization using tabular data in R

dplyr icon dplyr

Dplyr: A grammar of data manipulation

drawille icon drawille

Pixel graphics in terminal with unicode braille characters

econml icon econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

fes icon fes

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

fst icon fst

Lightning Fast Serialization of Data Frames for R

geospatial icon geospatial

R package for data used in the Working with Geospatial Data in R DataCamp course

ggfortify icon ggfortify

Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.

gglogo icon gglogo

R package for creating sequence logo plots

ggmcmc icon ggmcmc

Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference

ggplot2 icon ggplot2

An implementation of the Grammar of Graphics in R

ggrandomforests icon ggrandomforests

Graphical analysis of random forests with the randomForestSRC, randomForest and ggplot2 packages.

ggsci icon ggsci

Scientific Journal and Sci-Fi Themed Color Palettes for ggplot2

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