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View Code? Open in Web Editor NEWA labelled index of data science articles and research papers for future self-reference
A labelled index of data science articles and research papers for future self-reference
List of approaches for building a playlist recommender using Spotify data
https://github.com/mrthlinh/Spotify-Playlist-Recommender#proposed-solutions
Linh Truong
http://mrthlinh.github.io/
List of ideas, articles and code snippets to understand the use of a Poisson model to predict goals and matches
Poisson distribution R tutorial
Danny Page expected goals simulator
h_scored = rpois(1, 1/2 * (t_ave_h_s + t_ave_a_c))
a_scored = rpois(1, 1/2 * (t_ave_a_s + t_ave_h_c))
List of ideas, articles and code snippets to understand ...
https://theathletic.com/3044091/2022/01/02/the-five-kingdoms-of-football/
https://theathletic.com/3050603/2022/01/05/who-never-fouls-who-presses-who-hoofs-it-what-our-data-experiment-you-about-your-team/
Very simply, the idea is to rely on John Muller's analysis done for teams and extend it for players and coaches
UMAP - Uniform Manifold Approximation and Projection for dimension reduction
https://umap-learn.readthedocs.io/en/latest/
GMM - Gaussian Mixture Models
https://scikit-learn.org/stable/modules/mixture.html
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.