Celeste Manughian's Projects
Code examples for methods in computational economics: linear programming, simulated annealing, genetic algorithms, optimization
Example code for a variety of useful deep NLP tasks
Logistic Regression for Heart Disease
KMeans with Silhouette and Gap plots, and Hierarchical Clustering on Iris Dataset
Linear Programming for Optimizing Nutrient Intake and Dollars Spent, Constrained by RDA & Dietary Choice
ML estimation, parameter distribution, model building, goodness-of-fit diagnostics, interpretation
Data, processing, and visualization for a brief investigation into the main drivers of mass incarceration in the United States.
nlp tasks
Noise reduction / speech enhancement for python using spectral gating
Portfolio Risk vs Return Calculations and Visualizations
Play the card game Baccarat
Pseudo API for Google Trends
Linear, Logistic, Poisson, Multinomial Regression model building and evaluation in R
Autoencoder layers (with tied encode and decode weights) for Keras
Classical time series analysis in R
Convert text to speech