CoteDave

Extended Isolation Forest (eif)

3

Hi, should be very nice to add Extendend Isolation Forest algorithm to pyod. A better version of Isolation Forest, Extended Isolation Forest (EIF) resolves issues with assignment of anomaly score...

IndexError: tuple index out of range (when using dask_apply)

1

Hi, swifter version: 1.1.3 dask version: 2022.05.0 pandas version: 1.4.2 python version: 3.9.12 When I use dataframe[col].apply(func) it does work. When I use dataframe[col].swifter.allow_dask_on_strings(enable=True).apply(func) on SMALL sample (10), it use...

Project dead ?

3

Hi, this project look awesome and very usefull!!! The python files are all empty, is this project still Alive ? Thanks!

Hi, When using multiple y outputs with multiple mixtures, there seem to miss some std parameters: For example, when 2 y outputs with 4 mixtures, when calling mdn_model.predict() that gives:...

Hi, It would be vey usefull to be able to tweak the type of distribution in the customized loss function. For example, for a binary classification problem, changing the distribution...

Inverted Uplift scores of revert label (CLassTransformation) ?

4

## 🐛 Bug scikit-uplift==0.5.1 Hi I just compared the uplift scores of the ClassTransformation with other uplift strategies (SoloModel(slearner), xlearner) and the uplift scores of the class transformation seems very...

Tutorial for multi treatments

1

Hi, Very usefull and great tutorials! Any plans to add a multi treatments tutorial with tarnet or dragonnet ? Thanks !

pip install xbart not working on windows 10... Collecting xbart Using cached xbart-0.1.8.tar.gz (212 kB) Requirement already satisfied: numpy in c:\dev\anaconda3\lib\site-packages (from xbart) (1.18.5) Building wheels for collected packages: xbart...

SIGKILL(-9) memory problem from gridsearch

8

Hi, I have a SIGKILL(-9) memory problem on a ~3millions rows, ~150 columns dataset with a 12CPU 128g memory resources, with unique discrete treatment (T) and discrete target (y). I...

conda install is soo slow and always raise un-usefull conflicts... a real pain when trying to set up environments in anaconda enterprise. Tried mamba and this change everything! Why it...