1. Doc for featurizer, is wrong Current: from ManufacturingNet.Featurization import Featurizer Correct: from ManufacturingNet.featurization import Featurizer 2. For DNN_tutorial, replaced the class name DNN with DNNBase 3. Not unzipping for CNN_2D_image_tutorials.ipynb, downloaded using gdown works 4. Not unzipping for CNN_2D_Signal.ipynb, downloaded using gdown works 5. Unzip requires high memory for cnn lstm 6. For CNN_LSTM_tutorial, shape[0] variable accessed before assignment, in line 519 of CNN_LSTM_Default.py, changed that to conv_shape, from shape[0]. 7. For LSTM_tutorial, replaced the class name LSTM with LSTMBase 8. For signal_processing.py: changed reshape to keepdims=True 9. For CNN3D_tutorial, CNN_LSTM_tutorial replace Lithography files with Lithography in np.load 10. changed all dowload to download_with_gdown