Questions tagged [sports]

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votes
1answer
22 views

Predicting Player Position from pervious positions and LSTMs

I am trying to use LSTMs to predict player positions in a field game. I try to overfit 8 slightly different time series. For this overfitting task I just use the positions of the players. A data ...
0
votes
1answer
27 views

Compare ratings of players over different leagues

I want to compare ratings of players from different leagues and predict rating of player in a league he/she didnt participate in. Rating of a player is estimated within a league where he was playing. ...
1
vote
0answers
52 views

Feature Encoding for team based sports data

I am currently playing around with Keras and try to use it with various datasets. Now I have a small datasets of football game results. ...
3
votes
4answers
6k views

Resources on Data Science for Football / Soccer?

I am searching for resources on data science projects which used football/soccer data.
4
votes
1answer
968 views

Rank players of any given sport

I've recently become interested in possibly of developing some sort of method for ranking athletes of sports such as American football and determining which players are better than others in terms of ...
41
votes
10answers
45k views

Can machine learning algorithms predict sports scores or plays?

I have a variety of NFL datasets that I think might make a good side-project, but I haven't done anything with them just yet. Coming to this site made me think of machine learning algorithms and I ...