diff --git a/README.md b/README.md index 734572a1ca552395b24176cd963302f930e7d13c..dc1e7ac7e81dbf54530b3725da4ab0a809e10af1 100644 --- a/README.md +++ b/README.md @@ -9,7 +9,6 @@ Media/data will be created in directories that begin with `_` by default - this ## TODO -- Data format will be changed to `pandas` dataframe (with columns [{params}, SNR]) for easier organisation and parsing. The data pre-processing must be changed to reflect this. - Need to put together optimisation code - choices to be made here: uniform sampling of hyperparameters vs. Bayesian optimisation, how to include speed/comp.cost component in optimisation (i.e. we don't want a huge lumbering network!). - Diagnostics/tests need to be implemented more accessibly. We want to be able to evaluate the RMSE against a supplied dataset, along with RMSE/mismatch as a function of parameter space. - The general ideas behind this approach need to be written up more formally, i.e. paper pre-pre-pre-draft general overview style. \ No newline at end of file