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Update TODO
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John authored and John committed Jan 30, 2022
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19 changes: 14 additions & 5 deletions TODO.md
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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

* Improve documentation rendering
* Existing prototype renders basic info into a simple PDF
* Consider designing a template system for documentation rendering

* 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

* 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

* 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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