Pinned Repositories
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
dissertation
Code repository for "Political Implications of Bilingual Cognition", PhD Dissertation for Political Science at University of Illinois at Urbana-Champaign, 2018
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
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
topical-practice
Annotated practice notebooks for common DS practices
ZhangWS's Repositories
ZhangWS/dissertation
Code repository for "Political Implications of Bilingual Cognition", PhD Dissertation for Political Science at University of Illinois at Urbana-Champaign, 2018
ZhangWS/hosteldirt
Insight Data Science demo: Using NLP, SVM, and sentiment analysis to identify "clean" reviews
ZhangWS/arbortron
Proof-of-concept agent-based model for an electrohydrodynamics simulation of Physically Evolving Networks (PEN)
ZhangWS/bayesian-stats-modelling-tutorial
How to do Bayesian statistical modelling using numpy and PyMC3
ZhangWS/challenges
PyBites Code Challenges
ZhangWS/course-v3
The 3rd edition of course.fast.ai
ZhangWS/dask-tutorial
Dask tutorial
ZhangWS/HDL-visualization
Visualizing Information about Local Politics with folium/leaflet
ZhangWS/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
ZhangWS/topical-practice
Annotated practice notebooks for common DS practices
ZhangWS/deep-learning-from-scratch-pytorch
(WIP) Deep Learning from Scratch with PyTorch
ZhangWS/election-fraud-bar-crawl
ZhangWS/fastai
The fastai deep learning library, plus lessons and tutorials
ZhangWS/fastec2
AWS EC2 computer management for regular folks
ZhangWS/git-tools
Tools to make git easier to use and to avoid the learning curve
ZhangWS/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
ZhangWS/numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
ZhangWS/software_pricing_test
Bayesian A/B analysis for software pricing
ZhangWS/zhangws.github.io
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