GitHub - dschonholtz/MLProject: CNN/LSTM/Transformer comparison on seizure detection

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
models		models
plots		plots
CNN1DSens_eeg_channel_voted.png		CNN1DSens_eeg_channel_voted.png
CNN1DSens_eeg_time_voted5Time.png		CNN1DSens_eeg_time_voted5Time.png
CNNTransformerSens_eeg_channel_voted.png		CNNTransformerSens_eeg_channel_voted.png
CNNTransformerSens_eeg_time_voted30Time.png		CNNTransformerSens_eeg_time_voted30Time.png
CNNTransformerSens_eeg_time_voted5Time.png		CNNTransformerSens_eeg_time_voted5Time.png
CNNTransformerSens_eeg_time_voted9Time.png		CNNTransformerSens_eeg_time_voted9Time.png
CNNtoLSTMSens_eeg_time_voted5Time.png		CNNtoLSTMSens_eeg_time_voted5Time.png
CNNtoLSTM_eeg_channel_voted.png		CNNtoLSTM_eeg_channel_voted.png
Channel Voted Results, 1D CNN.png		Channel Voted Results, 1D CNN.png
Channel Voted Results, 6 x 1024 Layer Transformer.png		Channel Voted Results, 6 x 1024 Layer Transformer.png
Channel Voted Results, CNN LSTM.png		Channel Voted Results, CNN LSTM.png
Channel Voted Results, CNN Transformer.png		Channel Voted Results, CNN Transformer.png
Channel Voted Results, CNN to LSTM.png		Channel Voted Results, CNN to LSTM.png
Channel Voted Results, CNN to Transformer.png		Channel Voted Results, CNN to Transformer.png
Channel Voted Results, ONED CNN W Sigmoid Focal Loss.png		Channel Voted Results, ONED CNN W Sigmoid Focal Loss.png
Channel Voted Results, Transformer 6 1024 Layers .png		Channel Voted Results, Transformer 6 1024 Layers .png
False Positives per Hour Channel + time Voted Results, 1D CNN.png		False Positives per Hour Channel + time Voted Results, 1D CNN.png
False Positives per Hour Channel + time Voted Results, CNN LSTM.png		False Positives per Hour Channel + time Voted Results, CNN LSTM.png
False Positives per Hour Channel Voted Results, 1D CNN.png		False Positives per Hour Channel Voted Results, 1D CNN.png
False Positives per Hour Channel Voted Results, CNN LSTM.png		False Positives per Hour Channel Voted Results, CNN LSTM.png
False Positives per Hour Channel Voted, 6 x 1024 Layer Transformer.png		False Positives per Hour Channel Voted, 6 x 1024 Layer Transformer.png
False Positives per Hour Channel Voted, CNN Transformer.png		False Positives per Hour Channel Voted, CNN Transformer.png
False Positives per Hour Channel&Time Voted, 6 x 1024 Layer Transformer.png		False Positives per Hour Channel&Time Voted, 6 x 1024 Layer Transformer.png
False Positives per Hour Channel&Time Voted, CNN Transformer.png		False Positives per Hour Channel&Time Voted, CNN Transformer.png
Naive TransformerSens_eeg_time_voted30Time.png		Naive TransformerSens_eeg_time_voted30Time.png
Naive TransformerSens_eeg_time_voted5Time.pdf		Naive TransformerSens_eeg_time_voted5Time.pdf
Naive TransformerSens_eeg_time_voted5Time.png		Naive TransformerSens_eeg_time_voted5Time.png
Naive TransformerSens_eeg_time_voted9Time.png		Naive TransformerSens_eeg_time_voted9Time.png
NaiveTransformerSens_eeg_channel_voted.pdf		NaiveTransformerSens_eeg_channel_voted.pdf
NaiveTransformerSens_eeg_channel_voted.png		NaiveTransformerSens_eeg_channel_voted.png
NaiveTransformerSens_eeg_time_voted30Time.png		NaiveTransformerSens_eeg_time_voted30Time.png
NaiveTransformerSens_eeg_time_voted5Time.png		NaiveTransformerSens_eeg_time_voted5Time.png
NaiveTransformerSens_eeg_time_voted9Time.png		NaiveTransformerSens_eeg_time_voted9Time.png
PlotAccVsSamples.py		PlotAccVsSamples.py
PlotStats.py		PlotStats.py
Preprocess.py		Preprocess.py
Raw Results (No Voting), 1D CNN.png		Raw Results (No Voting), 1D CNN.png
Raw Results (No Voting), 6 x 1024 Layer Transformer.png		Raw Results (No Voting), 6 x 1024 Layer Transformer.png
Raw Results (No Voting), CNN LSTM.png		Raw Results (No Voting), CNN LSTM.png
Raw Results (No Voting), CNN Transformer.png		Raw Results (No Voting), CNN Transformer.png
Raw Results (No Voting), CNN to LSTM.png		Raw Results (No Voting), CNN to LSTM.png
Raw Results (No Voting), CNN to Transformer.png		Raw Results (No Voting), CNN to Transformer.png
Raw Results (No Voting), ONED CNN W Sigmoid Focal Loss.png		Raw Results (No Voting), ONED CNN W Sigmoid Focal Loss.png
Raw Results (No Voting), Transformer 6 1024 Layers.png		Raw Results (No Voting), Transformer 6 1024 Layers.png
Time Voted Results, 1D CNN.png		Time Voted Results, 1D CNN.png
Time Voted Results, 6 x 1024 Layer Transformer.png		Time Voted Results, 6 x 1024 Layer Transformer.png
Time Voted Results, CNN LSTM.png		Time Voted Results, CNN LSTM.png
Time Voted Results, CNN Transformer.png		Time Voted Results, CNN Transformer.png
Time Voted Results, CNN to LSTM.png		Time Voted Results, CNN to LSTM.png
Time Voted Results, CNN to Transformer.png		Time Voted Results, CNN to Transformer.png
Time Voted Results, ONED CNN W Sigmoid Focal Loss.png		Time Voted Results, ONED CNN W Sigmoid Focal Loss.png
Time Voted Results, Transformer 6 1024 Layers.png		Time Voted Results, Transformer 6 1024 Layers.png
cs6140-FinalProject-Schonholtz.pdf		cs6140-FinalProject-Schonholtz.pdf
lrFinder.py		lrFinder.py
lr_finder.py		lr_finder.py
main.py		main.py
model_config.json		model_config.json
plotSensitivity.py		plotSensitivity.py
plot_auc.py		plot_auc.py
python		python
sens_eeg_channel_voted.pdf		sens_eeg_channel_voted.pdf
sens_eeg_time_voted.pdf		sens_eeg_time_voted.pdf
sens_eeg_time_voted30Time.pdf		sens_eeg_time_voted30Time.pdf
sens_eeg_time_voted5Time.pdf		sens_eeg_time_voted5Time.pdf

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