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Paul Sohn's Projects

aoc2020 icon aoc2020

Advent of Code 2020. Learning Java.

awesome icon awesome

My personal collection of helpful learning resources, interesting projects, and other things to keep track of.

bayarea_urbansim icon bayarea_urbansim

UrbanSim implementation for theoretical second bay crossing, CP218 Transportation Studio at UC-Berkeley, Dept of City and Regional Planning, Fall 2016

election icon election

Guessing game of election results using Google Streetview

envoy icon envoy

Cloud-native high-performance edge/middle/service proxy

geostatistics icon geostatistics

Basic implementation of simple kriging predictions and stochastic simulations using Numpy, along with methods for cross-validation and visualization.

npr_books icon npr_books

Small scraper for NPR's lists of best books of the year 2013-2016

python-boot-camp icon python-boot-camp

Jupyter notebook demo of basic python and pandas. Developed for UC-Berkeley City Planning methods courses, 2016.

staged-recipes icon staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

tenure icon tenure

A look at the accuracy and sensitivity of different classification algorithms in predicting whether households rent or own based on census data

texas-pums icon texas-pums

Basic demographic analysis of 2014 PUMS data for workers in Austin-Round Rock MSA

transpo-studio-2016 icon transpo-studio-2016

Website for CP218 Transportation Studio 2016, Dept of City and Regional Planning, UC Berkeley

tweet-clustering icon tweet-clustering

Clustering analysis of one million tweets using scikit-learn, including basic benchmarking of various clustering algorithms

tweet-db icon tweet-db

Basic spatial queries on Twitter data in PostGIS and MongoDB

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