RNN_MusicGen

TO TRAIN LSTM MODEL AND DUMP TRAINING AND VALIDATION LOSSES

python train_lstm.py -l <number_of_hidden_units> -n <number_of_epochs> -m <model_name_to_save_loss> > bg/run_logs.txt

TO TRAIN LSTM MODEL AND DUMP TRAINING AND VALIDATION LOSSES

python train_rnn.py -l <number_of_hidden_units> -n <number_of_epochs> -m <model_name_to_save_loss> > bg/run_logs.txt

TO PLOT TRAINING AND VALIDATION LOSSES

plotGraph.ipynb

TO GENERATE MUSIC AND HEATMAPS

sample_lstm.py / sample_lstm.ipynb