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octosport.io

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Geek Culture

Rating and Predicting Football with Recurrent Neural Network and JAX

An optimized Elo rating

Sep 9, 2021

Rating and Predicting Football with Recurrent Neural Network and JAX

Sep 9, 2021

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Published in
Geek Culture

Building a Simple Football Prediction Model Using Machine Learning

With no prior knowledge

Mar 9, 2021

Building a Simple Football Prediction Model Using Machine Learning

Mar 9, 2021

Published in
DataDrivenInvestor

Predicting Football Match With RNN

A winning competition approach

Nov 18, 2024

Predicting Football Match With RNN

Nov 18, 2024

The Power of Football Expected Goals

In the palm of your hand

Jun 10, 2024

The Power of Football Expected Goals

Jun 10, 2024

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Geek Culture

Expected Goals: Can They Predict Future Goals?

Better than the team average goals

Apr 15, 2022

Expected Goals: Can They Predict Future Goals?

Apr 15, 2022

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Geek Culture

Quantitative Betting With Python: How To Backtest a Value Bet Strategy

Using data to beat the bookmakers

Jan 3, 2022

Quantitative Betting With Python: How To Backtest a Value Bet Strategy

Jan 3, 2022

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Geek Culture

How To Measure Football Prediction Model Quality

The league predictability index (LPI) at work

Dec 14, 2021

How To Measure Football Prediction Model Quality

Dec 14, 2021

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Geek Culture

Football Prediction Performance: How to Calculate Hit-ratio and Log-loss

You will never do it wrong

Nov 25, 2021

Football Prediction Performance: How to Calculate Hit-ratio and Log-loss

Nov 25, 2021

How To Beat The Bookmakers During Euro 2020

Using machine learning

Aug 11, 2021

How To Beat The Bookmakers During Euro 2020

Aug 11, 2021

Published in
Geek Culture

Logistic Regression Without Probabilities Theory

It’s a tweaked linear regression

Aug 5, 2021

Logistic Regression Without Probabilities Theory

Aug 5, 2021

octosport.io

octosport.io

I am a data scientist writing about machine learning for football prediction at octosport.io.

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