We have designed and implemented a new machine learning model that projects the total number of wins for each team in a given season. We will update this each day. As of: Wednesday, August 13, 2025 Team Projected Wins (+/-4 Wins) Philadelphia Phillies 95 Milwaukee Brewers 92 Boston Red Sox 90 Los Angeles Dodgers 89 […]
Updated: March 17, 2025 Based on our ML algorithm as previously described here: https://relativitydigest.com/2024/12/28/nba-2024-2025-win-predictions/ Our updated win projections for the season are as follows (all predictions +/- 5 Wins) Team Predicted Total Wins (+/- 5) CLE 58 OKC 57 BOS 53 LAL 52 MIL 51 MIN 50 NYK 48 IND 48 MEM 48 LAC 47 […]
Below, are the predicted NBA team wins for the 2024-2025 seasons (within a margin of error of +/- 5 wins) based on our novel ML algorithm to predict team wins. We collected over 20 years of NBA team data and applied advanced nonparametric, nonlinear models to uncover the relationship between various performance indicators and a […]
Below, we demonstrate why trying to identify a single player as the “Greatest of all time” is a fallacy.
Using a lot of data wrangling and NLP, I created a movie and tv show recommender: Basically, the user selects from the drop-down list their movie/tv show of interest, and the algorithm will recommend a combination of movies and tv shows that the user is most likely to be interested in. I tried to include […]
I wanted to test out R on Apple’s new M1/ARM architecture. Here’s how it went:
Many textbooks when introducing ordinary least squares as a method to do regression (usually via introducing linear regression) don’t explain / derive the coefficients. Here, I explain how to do it using tensor/index notation.
Using mathematics to analyze who is a “better” player By: Dr. Ikjyot Singh Kohli It seems that nowadays one cannot escape the never-ending debate of “Who is better? Michael Jordan or Lebron James?” The situation is made worse by organizations like ESPN that have endless debates on their various shows combined with releasing lists of […]
By: Dr. Ikjyot Singh Kohli I wrote an extensive script in R that takes the most recent data available for the number of new/confirmed COVID-19 cases per day by location and computes the probability using statistical learning that a selected location will observe a new COVID-19 case (probability of observing a non-zero daily percentage return). […]
Relativity Digest 