LSMS Model Checkpoints

Changes from v1.0.1 to v1.0.2:

• Added TensorFlow model checkpoints for LSMS Delta and Index-of-Delta models
• See v1.0.1 for checkpoints of all DHS models

Checkpoints are named as LSMS{type}_Incountry_{fold}_{bands}_{init}_b{batch}_fc{reg}_conv{reg}_lr{lr} where

• {type}: either "Delta" or "IndexOfDelta"
  • "Delta" corresponds to "difference of indexes" in the Nature Comms. paper
  • "IndexOfDelta" correponds to "index of differences" in the Nature Comms. paper
• {fold}: the fold that the model was tested on
• {bands}: one of MS (multispectral), NL (nightlights), or MSNL (both)
• {init}: the weights initialization strategy used
• {batch}: batch size
• {reg}: the L2 regularization coefficient is 0.{reg}
• {lr}: the initial learning rate is 0.{lr}