cemanughian

KMeans

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

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

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.

pytrends

Pseudo API for Google Trends

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

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