Lucas W.

Refactored PyTorch Autonencoder built up (Proposal to solve #434)

3

This Pullrequest is a proposal to fix #434. I refactored the setup of the Autoencoder (PyTorch Version) in order to address the points of #434. The order of layers is...

Dear Contributors, if BatchNorm is enabled in the options the PyTorch AutoEncoder starts with a BatchNorm before passing the input samples to the first linear layer. This might be unwanted...

Fix ECOD and COPOD implementation according to #453

2

Hi, it's me again ;-) I found time to look into the basic intention behind issue #453 again. In order to fix this, I made some adaptions to [ECOD](https://github.com/yzhao062/pyod/blob/master/pyod/models/ecod.py) and...

Statsmodels package is only used for one function

1

Hey, as mentioned in #453 there is a possibility of reimplementing the [ECDF estimator from statsmodels](https://www.statsmodels.org/dev/generated/statsmodels.distributions.empirical_distribution.ECDF.html) in a small function that also runs faster (50-60%) as we are doing the...

Similarity or Distance - Higher is closer or lower is closer?

4

First of all, thanks for creating this awesome package. I want to use it to evaluate the measures for finding related time series within industrial/building time series datasets. For that,...