football-crunching vs PRML

football-crunching

Analysis and datasets about football (soccer) (by rjtavares)

Source Code

medium.com

Suggest alternative

Edit details

PRML

PRML algorithms implemented in Python (by ctgk)

Jupyter prml Notebook Python

Source Code

Suggest alternative

Edit details

Our great sponsors

WorkOS - The modern identity platform for B2B SaaS

InfluxDB - Power Real-Time Data Analytics at Scale

SaaSHub - Software Alternatives and Reviews

Our great sponsors

football-crunching		PRML
	Project
1	Mentions	1
305	Stars	11,250
-	Growth	-
0.0	Activity	0.0
over 2 years ago	Latest Commit	almost 2 years ago
Jupyter Notebook	Language	Jupyter Notebook
-	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

football-crunching

Posts with mentions or reviews of football-crunching. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-21.

[OC] Lionel Messi's shots and goals with Barcelona during his record-breaking 2011/2012 season, compared to his attempts in the 2014 and 2018 World Cups with Argentina
2 projects | /r/dataisbeautiful | 21 Dec 2021

I was pointed to the Huffington Post data by this great repo: https://github.com/rjtavares/football-crunching (which, coincidentally, I found because of this Reddit post: https://www.reddit.com/r/datascience/comments/rh22z9/ive_made_a_search_engine_with_5000_quality_data/ by u/khanarree

PRML

Posts with mentions or reviews of PRML. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2020-12-31.

Probabilistic Machine Learning, Kevin Murphy (2nd edition, 2021)
3 projects | news.ycombinator.com | 31 Dec 2020

It's a regression as far as code readability goes for fairly straightforward reasons: almost everything in Matlab is a matrix. Matrices are not first class citizens in Python, and it matters. I use Python a hell of a lot more than Matlab, but for examining how an algorithm works, Matlab wins. Go look at these PRML collections in Python and Matlab and see if you disagree:
https://github.com/ctgk/PRML
https://github.com/PRML/PRMLT

What are some alternatives?

When comparing football-crunching and PRML you can also consider the following projects:

open-data - Free football data from StatsBomb

retrolab - JupyterLab distribution with a retro look and feel 🌅

CSGO-Pro-Gear-Performance-and-EDA - Modeling Professional (CS:GO) Gamer's Accuracy Performance Based on Gear and Settings, and Exploratory Data Analysis.

iterative-grabcut - This algorithm uses a rectangle made by the user to identify the foreground item. Then, the user can edit to add or remove objects to the foreground. Then, it removes the background and makes it transparent.

football_analytics - 📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

simfin-tutorials - Tutorials for SimFin - Simple financial data for Python

SportsLabKit - A python package for turning sports video into csv files

pyprobml - Python code for "Probabilistic Machine learning" book by Kevin Murphy