Code Examples
Simplified DICE model
A simplified Integrated Assesment Model calibration and projection.
Supervised LDA
A hybrid between unsupervised and supervised learning that improves topic modelling by including guiding external information. In this post I go over Blei and Mcauliffe (2008) model with comments and derivations.
Estimating a simple regression on TensorFlow
For those that know very well regressions but not so much about Tensor Flow, it is always a good idea to learn in a familiar enviroment.
Building a DNN from scratch in Julia
This post shows how to build a deep neural network from scratch in Julia for the classic appication of building a clasifier of images of cats
A walk through the math of LDA
LDA has become an industry standard for topic extraction, this post revisit the math behind the model, from words to numbers.