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computational-economics

Code examples for methods in computational economics: linear programming, simulated annealing, genetic algorithms, optimization

deep-nlp

Example code for a variety of useful deep NLP tasks

hd_logreg

Logistic Regression for Heart Disease

jwci_bioinfo

kmeans

KMeans with Silhouette and Gap plots, and Hierarchical Clustering on Iris Dataset

knn_dtw_ts

linearprogramming_nutrition

Linear Programming for Optimizing Nutrient Intake and Dollars Spent, Constrained by RDA & Dietary Choice

linearregressionr

ML estimation, parameter distribution, model building, goodness-of-fit diagnostics, interpretation

massincarceration_visualization

Data, processing, and visualization for a brief investigation into the main drivers of mass incarceration in the United States.

nlptown

nlp tasks

noisereduce

Noise reduction / speech enhancement for python using spectral gating

portfolio_building

Portfolio Risk vs Return Calculations and Visualizations

pybaccarat

Play the card game Baccarat

pytrends

Pseudo API for Google Trends

regressionr

Linear, Logistic, Poisson, Multinomial Regression model building and evaluation in R

tied-autoencoder-keras

Autoencoder layers (with tied encode and decode weights) for Keras

tsa

Classical time series analysis in R

tts

Convert text to speech