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Used various neural network architectures and limited features from a NBA statistics dataset to predict the percentage of a shot going in.

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LGBM.ipynb

LGBM.ipynb

 
 

README.md

README.md

 
 

eval_mlp.py

eval_mlp.py

 
 

mlp4.py

mlp4.py

 
 

mlp_model4.json

mlp_model4.json

 
 

preprocess.py

preprocess.py

 
 

preprocess4.py

preprocess4.py

 
 

shot_logs.csv

shot_logs.csv

 
 

test.csv

test.csv

 
 

test4.csv

test4.csv

 
 

train.csv

train.csv

 
 

train4.csv

train4.csv

 
 

valid.csv

valid.csv

 
 

valid4.csv

valid4.csv

 
 

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Predicting Shot Percentage using Neural Networks

Used various neural network architectures and limited features from a NBA statistics dataset to predict the percentage of a shot going in.

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Used various neural network architectures and limited features from a NBA statistics dataset to predict the percentage of a shot going in.

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