April 13, 2022

Aaron Mora

Climate Model

Integrated Assesment Model

DICE Model

A simplified Integrated Assesment Model calibration and projection.

Oct. 10, 2021

Aaron Mora

NLP

topic modelling

sLDA

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.

Sept. 23, 2021

Aaron Mora

Tensor Flow

regression

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.

Sept. 21, 2021

Aaron Mora

Neural Networks

julia

Deep Learning

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

May 18, 2021

Aaron Mora

NLP

topic modelling

LDA

LDA has become an industry standard for topic extraction, this post revisit the math behind the model, from words to numbers.

- Articles (5)
- Climate Model (1)
- Deep Learning (1)
- DICE Model (1)
- Integrated Assesment Model (1)
- julia (1)
- LDA (1)
- Neural Networks (1)
- NLP (2)
- regression (1)
- sLDA (1)
- Tensor Flow (1)
- topic modelling (2)