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Pedro H. Braz Vallocci's Projects

bls_package icon bls_package

Here I retrieve MSA unemployment data from the BLS.

collegereopening icon collegereopening

We find the factors driving the reopening of colleges amid the Covid crisis, in a data-rich environment, merging college, demographic, and political data. We perform feature creation, variable selection using LASSO and choose the best-fitting model.

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

dsge.jl icon dsge.jl

Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

hangmangamewithrnn icon hangmangamewithrnn

I implemented a TensorFlow-based RNN for Hangman, using LSTM and Dense layers, with TextVectorization and StringLookup for data preprocessing and encoding.

hlda icon hlda

Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model

ik_firmhiringpractices icon ik_firmhiringpractices

Using micro-data from a dataset of job openings, we study how the presence of intangible capital changes firms' hiring practices.

matlaboopcourse icon matlaboopcourse

Course on object-oriented programming in Matlab, held at the Central Bank of Brazil. In Portuguese.

octis icon octis

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

rlfinance icon rlfinance

The code used for the free quants@dev Webinar series on Reinforcement Learning in Finance

solvedsge.jl icon solvedsge.jl

A Julia package to solve, simulate, and analyze nonlinear DSGE models.

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