Tabular Regression with the Python API

• Introduction to the Python API for NeurEco Regression
• Data preparation for NeurEco Regression with the Python API
• Build NeurEco Regression model with the Python API
  • Data normalization for Tabular Regression
  • Particular cases of Build for a Tabular Regression
    • Select a model from a checkpoint and improve it
    • Limit the size of the NeurEco model during Build
• Evaluate NeurEco Regression model with the Python API
• Export NeurEco Regression model with the Python API
• Plot a NeurEco network
• Input sweep
• Compute gradients
• Convert a NeurEco Regression model to a Keras model
• Illustrative test cases for Tabular Regression
  • Metamaterial Antennas
  • Energy consumption
• Tutorial: using NeurEco Python API for a Tabular Regression problem
  • Build a model
  • Evaluate a model
• Tutorial: compute gradients
• Tutorial: control the size of a network
  • Impose the maximum number of links
  • Select a model from a checkpoint
• Tutorial: converting a NeurEco Regression model to a Keras model
• Tutorial: using NeurEco with MATLAB