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TODO LIST | ||
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* Add documentation rendering | ||
* Consider designing a template system for docs | ||
* Extend work on Experiment Executions | ||
* Modify results recording so that is associated with executions | ||
* Include executions info in experiment listing | ||
* Add functionality to visualise execution time / params / hyperparams | ||
* Potenitally plotting results against the above | ||
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* Improve documentation rendering | ||
* Existing prototype renders basic info into a simple PDF | ||
* Consider designing a template system for documentation rendering | ||
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* Consider adding a default Makefile that can execute data prep and experiments | ||
* Add data prep registration | ||
* Change experiment registration to make paths executable. | ||
* Consider adding parameterisation | ||
* Determine failure conditions | ||
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* Add R package to emulate package functions | ||
* Add R package to emulate core package functions | ||
* Retrieve paths to data | ||
* Initialise Project | ||
* Start and end experiments | ||
* Register Results | ||
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* Register a canonical way to read data | ||
* Allow user to register a canonical way to read data | ||
* e.g. if the default `read_csv` in Python or R makes encoding mistakes | ||
* e.g. if there are specific variable typings or date conversions to enforce | ||
* Tis method could then be transparently reused in every experiment. | ||
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