Yimin Yi's repositories
R-Scripts-Bayesian-Ideal-Point-IRT
IRT ideal point models in R using Stan and JAGS
10-days-of-statistics
Practice 10 days of statistics from Hackerrank using Python (numpy). Link: https://www.hackerrank.com/domains/tutorials/10-days-of-statistics
data-science-programming
Practice some data science programming questions
data_science_mindmaps
Data Science with Python Mindmaps
DynamicHMC.jl
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
eclipse-theme
Eclipse theme for Emacs
ML-Model-From-Scratch
This is an attempt to deep my understanding of some of commonly used machine learning techniques by building home made models from scratch.
Julia-Cheat-Sheet
Julia v1.0 Cheat Sheet
Julia-DataFrames-Cheatsheet
Data wrangling using DataFrames (or related packages) in Julia-A cheatsheet and comparison with Stata
Julia-DataFrames-Tutorial
A tutorial on Julia DataFrames package
MiniHMC.jl
A simple version of Hamiltonian Monte Carlo.
political-uncertainty
Model and data work for 'Lobbying and Legislative Uncertainty' project
sparse_dot_topn
Python package to accelerate the sparse matrix multiplication and top-n similarity selection
Stata-Tools
Template code for exporting Stata regression output to beautiful LaTeX tables
The-Julia-Express
A concise Julia language introductory manual for programmers.
WordCloudDemo
Demo of an interactive word cloud app