Plamen Valentinov Kolev
Plamen Valentinov Kolev
Resolves #888
### Problem Description Currently the Tabular Models use `OneHotEncoder` by default for the categorical values in a data set. This leads to the creation of `n` new columns which the...
* BTB version: 0.3.12 ### Description Examine distribution estimation of univariates when using copulas due to small sample size.
In our collection of datasets that we use for our benchmarking process, we find some datasets that do not represent a hard problem and exhibit the following properties when solving...
At the moment we have three mathematical functions as `Challenges`: - Rosenbrock - Branin - Bohachevsky We would like to review them and make sure they are still good for...
Nowadays most of the `Hyperparameters` are using a multi type value where their value can take several values, at the moment `BTB` is missing a `MultiTypeHyperparam` class. These hyperparameters consist...
### Problem Description Currently our code is being validated only by `flake8` 'vanilla' and just a few plugins. We would like to increase the code style checks by adding more...