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active_inference_opinion_dynamics

Forked repository of code for 'Epistemic Communities under Active Inference', Albarracin et. al, Entropy 2022

belgium-provinces-project---data-methods-for-exploring-and-visualizing-economic-indicators

Importing, manipulating, cleaning, joining, plotting, clustering (using PCA), and mapping economic indicators from the National Bank of Belgium's Online Statistics site to compare Belgian provinces.

claimed

gme-project-stock-price-tweet-data

This project demonstrates use of textual analysis and visualization, including topic modeling and visualizing topic proportions in Twitter data over time versus the GME stock price. See README for concise list of contents.

ic2s2-active-inference-tutorial

Landing page and repository for the 'Active Agents' tutorial held 17 July, 2024 at the 10th International Conference on Computational Social Science.

julia-and-vb-in-colab

This is a simple primer script for setting up and using Julia and the RxInfer package for variational Bayesian inference.

lstm-neural-network-for-predicting-qcln-adjusted-closing-price

This notebook builds an artificial recurrent neural network called Long Short Term Memory (LSTM) to predict the adjusted closing price of the NASDAQ Clean Edge Green Energy index by reiterating over the past 60 day stock price.

ml-housing-repair-credit-problem

This project uses machine-learning methods, including model comparisons and metrics, for binary classification to help a fictional public institution better allocate their resources. The data and parts of the code are based on a textbook (see citation within).

network-visualization-of-debts-owed-to-italy-annual-2020-

This project visualizes the network of debtor countries owing Italy in 2020 from annualized data extracted from the World Bank's collection 'International Debt Statistics'.

nyt

Topic Modeling New York Times censorship articles, 1914-1918

survival-analysis-of-systemic-crises-by-country-

This project presents Kaplan-Meier survival curves and their plots of systemic crises (for now, in Belgium, France, United Kingdom, and Germany) using data collected by Harvard Business School.