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Wei Kang's Projects

bibliometrix icon bibliometrix

An R-tool for comprehensive science mapping analysis. A package for quantitative research in scientometrics and bibliometrics.

bokeh icon bokeh

Interactive Web Plotting for Python

calcat icon calcat

California COVID Assessment Tool

cenpy icon cenpy

Explore and download data from Census APIs

clusterpy icon clusterpy

Library of spatially constrained clustering algorithms

concentrationmetrics icon concentrationmetrics

A python library for the computation of various concentration, inequality and diversity indices

cookbook-code icon cookbook-code

Recipes of the IPython Cookbook, the definitive guide to high-performance scientific computing and data science in Python

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cv icon cv

Curriculum Vitae

datashader icon datashader

Turns even the largest data into images, accurately.

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.

esda icon esda

statistics and classes for exploratory spatial data analysis

fit_mvpolya icon fit_mvpolya

Dirichlet-Multinomial (Multivariate Polya) Maximum Likelihood Estimate in Python

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