zhangws Goto Github PK

arbortron

Proof-of-concept agent-based model for an electrohydrodynamics simulation of Physically Evolving Networks (PEN)

bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

challenges

PyBites Code Challenges

course-v3

The 3rd edition of course.fast.ai

dask-tutorial

Dask tutorial

deep-learning-from-scratch-pytorch

(WIP) Deep Learning from Scratch with PyTorch

dissertation

Code repository for "Political Implications of Bilingual Cognition", PhD Dissertation for Political Science at University of Illinois at Urbana-Champaign, 2018

election-fraud-bar-crawl

fastai

The fastai deep learning library, plus lessons and tutorials

fastec2

AWS EC2 computer management for regular folks

git-tools

Tools to make git easier to use and to avoid the learning curve

hdl-visualization

Visualizing Information about Local Politics with folium/leaflet

hosteldirt

Insight Data Science demo: Using NLP, SVM, and sentiment analysis to identify "clean" reviews

mpsa2012

"Estimating the Effects of Attitude Structure in Shaping Public Opinion: the significance of the political value structures underlying data simulations of information effects". Paper presented at 2012 MPSA by W. Zhang, L. Caughell and A. B. Cronkhite

mpsa2015

"Agent-based modeling (ABM) and the Dissemination of Erroneous Information: A viral explanation of rumor propagation". Paper presented at MPSA 2015 by W. Zhang, A. B. Cronkhite, and L. Caughell

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

software_pricing_test

Bayesian A/B analysis for software pricing

topical-practice

Annotated practice notebooks for common DS practices

zhangws.github.io

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