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Experiment Configurations

Model configurations are defined by YAML files. An example is the default.yaml.

We found it useful to generate such YAML files for various temporal splits and feature selections programmatically; there are two (hacky) modules, generate_templates.py (which generates templates, i.e., YAMLs that explore various feature combinations, but are not yet tied to a temporal split) and generate_configs.py (which takes templates and generates the full YAML files for various temporal splits).

This folder contains the templates we generated for the iteration of the project that used the data update from September 2016, and the fully-specified YAML files in the folder splits.