Posted on Tue 18 August 2020 in Posts • Tagged with python, regular expressions, matlab, maple
In this short post, I wanted to point out one interesting application of regular expressions I had to work on for my PhD research project. The code was meant as a technical tool to help tranlate some ordingary differential equation models from numerical (Matlab) to symbolic (Maple) code.
Posted on Sun 14 June 2020 in Posts • Tagged with machine learning, python, numpy, deep learning
In this post, I expand on a little class/self-teaching project that I did during the Spring 2020 semester.
In this section we will discuss the main organization of the library:
Posted on Mon 02 March 2020 in Posts • Tagged with machine learning, logistic regression, python, scikit-learn, statistical learning
In this post, I put together an interesting example of what to do with imbalanced datasets and why precision and recall matter.
The following is part of a Machine learning assignment I had to do while at CUNY. This particular example illustrates quite well the importance of understanding various …
Posted on Mon 24 February 2020 in Posts • Tagged with machine learning, linear regression, python, scikit-learn, statistical learning
In this post I wanted to describe a simple application of a linear least squares method to a problem of data classification. It is a naive approach and is unlikely to beat more sophisticated techniques like Logistic Regression, for instance.
Some imports we are going to need for this …