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Code and walkthrough for reproducibility of the Case Study (Crude Oil Price Prediction using Artificial Neural Network) presented in class.

github.com/tegveerg/512-case-study
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Case Study Crude Oil ANN.pdf

Case Study Crude Oil ANN.pdf

 
 

Crude Oil Price Prediction using Artificial Neural Network.pptx

Crude Oil Price Prediction using Artificial Neural Network.pptx

 
 

Demo_Walkthrough_Py.html

Demo_Walkthrough_Py.html

 
 

Demo_Walkthrough_R.html

Demo_Walkthrough_R.html

 
 

MAPE.png

MAPE.png

 
 

MSE.png

MSE.png

 
 

Oil.csv

Oil.csv

 
 

README.md

README.md

 
 

clean.qmd

clean.qmd

 
 

full_pred.png

full_pred.png

 
 

model.ipynb

model.ipynb

 
 

model_plot.png

model_plot.png

 
 

newmodel.png

newmodel.png

 
 

python_pred.png

python_pred.png

 
 

test_pred.png

test_pred.png

 
 

train_pred.png

train_pred.png

 
 

unscaled.csv

unscaled.csv

 
 

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512-Case-Study

Code and walkthrough for reproducibility of our experiment

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Code and walkthrough for reproducibility of the Case Study (Crude Oil Price Prediction using Artificial Neural Network) presented in class.

github.com/TegveerG/512-Case-Study

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neural-network price predictive-modeling crude-oil

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