Tabular Compression with the Python API

• Introduction to the Python API for NeurEco Compression
• Data preparation for NeurEco Compression with python API
• Build NeurEco Compression model with the Python API
  • Data normalization for Tabular Compression
  • Particular cases of Build for a Tabular Compression
    • Select a model from a checkpoint and improve it
    • Control the size of the NeurEco Compression model during build
• Evaluate NeurEco Compression model with the Python API
  • Evaluate the compression coefficients and decompress them
• Export NeurEco Compression model with the Python API
• Plot a NeurEco network
• Input sweep
• Compute gradients
• Convert a NeurEco Compression model to a Keras model
• Illustrative test cases for Tabular Compression
  • Heaviside
• Tutorial: using NeurEco Python API on a Tabular Compression problem
• Tutorial: control the size of a Compression model