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SAS Deep Learning Programming Guide

• SAS Visual Data Mining and Machine Learning 8.2: Deep Learning Programming Guide
• Deep Learning Technical Concepts
  • Convolutional Neural Networks
  • Recurrent Neural Networks
  • Using FCMP with Deep Learning
  • Stochastic Gradient Descent Optimizer
  • Limited Memory BFGS Optimizer
  • Hyperparameter Tuning
  • Training Neural Networks
  • Computational Considerations
  • Ordering Model Weights
• Importing Caffe Models into SAS Deep Learning
  • Overview of Caffe
  • Obtain and Configure Caffe Environment
  • Download a Deep Learning Model
  • Convert Downloaded Model from BINARYPROTO Format to HDF5 Format
  • Import Model into SAS Deep Learning
  • Classifying ImageNet Data with an Imported Caffe Model
• Deep Learning Action Set
• Deep Neural Action Set
• Recurrent Neural Network Action Set