xiangli2pro

awesome-network-analysis

A curated list of awesome network analysis resources.

hbcm

A R package to perform clustering for the continuous network data in matrix format.

study_resources

Online resources for statistics and programming

awesome-R

A curated list of awesome R packages, frameworks and software.

fifty-challenging-problems-in-probability

My solutions to the problems in Fifty Challenging Problems in Probability by Frederick Mosteller

TidyTuesday

📊 My contributions to the #TidyTuesday challenge

art-from-code

GWU_Datathon_2022

1st Place in Data Science and American Statistical Association’s Datathon (2022).

mixedStandardization

A R package to standardize variables in different types (continuous, binary, categorical) in sparse penalized regression models.

xiangli2pro.github.io

Xiang Li's personal website.

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

causal-inference-rstats

covid-19-the-economist-global-excess-deaths-model

The Economist's model to estimate excess deaths to the covid-19 pandemic

effective-pandas

Source code for my collection of articles on using pandas.

Flutter-Course-Resources

Learn to Code While Building Apps - The Complete Flutter Development Bootcamp

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

rstudio-conf

Materials for rstudio::conf

videos

Code for the manim-generated scenes used in 3blue1brown videos