NumPy Posts
I’ve been working on getting Fitness Tracker release ready which has meant going through a lot of structured data and trying to turn it into something that people can read and build fitness routines with. This has involved generating text suitable for both websites and in app consumption and rather than use generative AI, I decided to roll my own model with python. Results are okay so far, but quickly improving. ( read the article )
Categories - Fitness Tracker , Python , Numpy , Scikit-learn
This post, the first in a series on Fantasy Baseball, is going to start at two points. First, it’s going to implement a scraper that will collect stats for an entire year of major league baseball. And then it’s going to run some performance tests to see whether NumPy or PyArrow is faster at reading the CSV files generated. PyArrow is faster all the time…but it particularly shines when data sets get larger. ( read the article )
Categories - Numpy , Fantasy Baseball , PyArrow , Accessibility
In this article, I compare the randomness of secret keys generated using Django’s built-in key generator and my custom JavaScript method. Using statistical tests like Chi-square, KS test, runs test, and entropy calculation, I analyze the randomness and security of the keys. Both methods show high levels of randomness, with Django’s keys slightly outperforming in some tests. ( read the article )
Categories - Development , Django , SciPy , NumPy