stc_unicef_cpi
latest

Table of Contents

  • Home
  • Getting started
    • Installation
    • Getting data
    • Training a model
    • Making predictions
  • Reproducing results
    • Reproducing data
    • Reproducing models
    • Reproducing predictions
    • Additional steps
  • Data
    • Demographic and Health Surveys (DHS)
    • Open Street Maps (OSM)
    • Google Earth Engine (GEE)
      • Night-time lights data
  • Methodology
    • Data preparation
    • Evaluation
    • Label transformation
    • Explainable ML pipeline
  • Results
    • Conclusions
    • Deliverables
    • Future work
  • DL steps
  • Developer information
    • Getting started
      • Install locally
    • TODO Options
      • assignees:
      • labels:
      • milestone:
      • Other Options
      • Reference
    • Project Organization
    • Script breakdown
    • Main components
    • Contribution guidelines
      • Developer information
  • API
    • stc_unicef_cpi.data
    • stc_unicef_cpi.features
    • stc_unicef_cpi.models
    • stc_unicef_cpi.utils
    • stc_unicef_cpi.visualization
stc_unicef_cpi
  • »
  • Python Module Index

Python Module Index

s
 
s
- stc_unicef_cpi
    stc_unicef_cpi.data
    stc_unicef_cpi.data.cv_loaders
    stc_unicef_cpi.data.get_cell_tower_data
    stc_unicef_cpi.data.get_drive_data
    stc_unicef_cpi.data.get_econ_data
    stc_unicef_cpi.data.get_facebook_data
    stc_unicef_cpi.data.get_osm_data
    stc_unicef_cpi.data.get_satellite_data
    stc_unicef_cpi.data.get_speedtest_data
    stc_unicef_cpi.data.make_dataset
    stc_unicef_cpi.data.process_geotiff
    stc_unicef_cpi.data.process_netcdf
    stc_unicef_cpi.data.process_to_torch
    stc_unicef_cpi.data.stream_data
    stc_unicef_cpi.features
    stc_unicef_cpi.features.autoencoder_features
    stc_unicef_cpi.features.build_features
    stc_unicef_cpi.features.get_autoencoder_features
    stc_unicef_cpi.features.resnet_pca
    stc_unicef_cpi.models
    stc_unicef_cpi.models.inflated_vals_2stg
    stc_unicef_cpi.models.lgbm_baseline
    stc_unicef_cpi.models.mobnet_TL
    stc_unicef_cpi.models.predict_model
    stc_unicef_cpi.models.prediction_intervals
    stc_unicef_cpi.models.train_model
    stc_unicef_cpi.utils
    stc_unicef_cpi.utils.constants
    stc_unicef_cpi.utils.general
    stc_unicef_cpi.utils.geospatial
    stc_unicef_cpi.utils.mlflow_utils
    stc_unicef_cpi.utils.scoring
    stc_unicef_cpi.visualization
    stc_unicef_cpi.visualization.visualize

© Copyright 2022, J. Fitzgerald, D. Pinto Veizaga, A. Saggar, M. Vicini. Revision f28d1a44.

Built with Sphinx using a theme provided by Read the Docs.