Gabriel Fuentes's repositories
tidy-tuesday
Submissions to the #tidytuesday challenge
2023-election-insights
A repo analyzing the 2023 Guatemalan elections using zero-shot feature extraction with the GPT-3.5-turbo model to uncover insights and trends.
global-growth-accounting
Global Growth Accounting
Inflation-forecasting
Comparison between econometric and machine learning models for inflation rate forecasting
autoencoder-clustering
POC for clustering the latent representation of a high-dimensional feature space
covid-benford-analysis
Relation between Democracy Index and COVID data integrity for a group of selected countries
gafnts.github.io
Personal blog about data science and machine learning
gravity-model
Tesis de grado
dsge-model
Modelo macroeconĂłmico semiestructural (Banguat) (1.0)
gafnts
Personal R package
generalized-linear-models
Notes on 'Generalized linear models with R'
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
learning-sql
Notes on 'Learning SQL'
linear-algebra
Code that accompanies the book "Linear Algebra for Data Science"
machine-learning
Notes on 'Python machine learning cookbook'
microeconometrics
Learning Microeconometrics with R (Exercises)
moviegeek
A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.
openai-cookbook
Examples and guides for using the OpenAI API
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
quarto-web
Quarto website
recommender-engine
From Google's developers ML advanced courses
stat451-ml
STAT 451: Intro to Machine Learning at UW-Madison (Fall 2020)
statistical-learning
Notes on 'Introduction to statistical learning'