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A deep learning project on stock index prediction using Gated RNN with TPE-Bayesian optimization for hyperparameter tuning

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Niftymultifatorinputdata.csv
Niftymultifatorinputdata.csv
 
 
README.md
README.md
 
 
Scatterplot_GRU1.png
Scatterplot_GRU1.png
 
 
Scatterplot_GRU2.png
Scatterplot_GRU2.png
 
 
Scatterplot_GRU3.png
Scatterplot_GRU3.png
 
 
Scatterplot_GRULSTM1.png
Scatterplot_GRULSTM1.png
 
 
Scatterplot_GRULSTM2.png
Scatterplot_GRULSTM2.png
 
 
Scatterplot_GRULSTM3.png
Scatterplot_GRULSTM3.png
 
 
Scatterplot_LSTM1.png
Scatterplot_LSTM1.png
 
 
Scatterplot_LSTM2.png
Scatterplot_LSTM2.png
 
 
Scatterplot_LSTM3.png
Scatterplot_LSTM3.png
 
 
Scatterplot_LSTMGRU1.png
Scatterplot_LSTMGRU1.png
 
 
Scatterplot_LSTMGRU2.png
Scatterplot_LSTMGRU2.png
 
 
Scatterplot_LSTMGRU3.png
Scatterplot_LSTMGRU3.png
 
 
TPE -GRNN to incerese stock index prediction accuracy.ipynb
TPE -GRNN to incerese stock index prediction accuracy.ipynb
 
 
gru1_0.9538.png
gru1_0.9538.png
 
 
gru2_9307.png
gru2_9307.png
 
 
gru3_0.9155.png
gru3_0.9155.png
 
 
grulstm1_0.9233.png
grulstm1_0.9233.png
 
 
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grulstm2_0.9249.png
 
 
grulstm3_0.9240.png
grulstm3_0.9240.png
 
 
lstm1_0.9645.png
lstm1_0.9645.png
 
 
lstm2_0.9416.png
lstm2_0.9416.png
 
 
lstm3_0.9325.png
lstm3_0.9325.png
 
 
lstmgru1_0.9371.png
lstmgru1_0.9371.png
 
 
lstmgru2_0.9357.png
lstmgru2_0.9357.png
 
 
lstmgru3_0.9237.png
lstmgru3_0.9237.png
 
 
model_gru1_0.9538.keras
model_gru1_0.9538.keras
 
 
model_gru2_0.9524.keras
model_gru2_0.9524.keras
 
 
model_gru3_0.9155.keras
model_gru3_0.9155.keras
 
 
model_grulstm1_0.9233.keras
model_grulstm1_0.9233.keras
 
 
model_lstm1_0.9645.keras
model_lstm1_0.9645.keras
 
 
model_lstm2_0.9416.keras
model_lstm2_0.9416.keras
 
 
model_lstm3_0.9325.keras
model_lstm3_0.9325.keras
 
 
model_lstmgru1_0.9371.keras
model_lstmgru1_0.9371.keras
 
 
model_lstmgru2_0.9357.keras
model_lstmgru2_0.9357.keras
 
 
model_lstmgru3_0.9237.keras
model_lstmgru3_0.9237.keras
 
 

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A deep learning project on stock index prediction using Gated RNN with TPE-Bayesian optimization for hyperparameter tuning

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lstm gru lstm-gru gru-lstm tpe-bayesianoptimization

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