Jeroen Van Der Donckt

remove duplicate FigureWidget code in graph_objects

1

This PR removes the logic that is used to import FigureWidget in `__init__.py` from `graph_objects` and imports it from `..graph_objs` instead (I might be missing smth in my understanding -...

:recycle: refactor indexing + :scissors: decouple stride & window + :sparkles: support segment idxs

5

## :recycle: Refactor indexing * :bug: fix bug with `vectorized=True` for strided rolling - [x] vectorized support for single feature windows - [x] vectorized support for empty feature windows -...

Segmenter class (exposing strided-roll creation)

2

Create a Segmenter class, this class exposes (in a clean interface) the creation of `stroll`s (from the StridedRolling class). Such a class enables users to create efficiently strided rolls (`stroll`s),...

Alignment of feature windows when equal stride

1

There should at least be an option to conveniently align the feature windows when there is an equal stride (or multiples of the minimal stride). This issue persists when the...

Add `catch_errors` flag to make robust and return the `error_val` in those cases.

Feature extraction with an identifier

2

Perform feature extraction with an identifier / group column. Some example use cases; your data is a long table format of time series from; * Multiple patients * Multiple measurements...

Multiprocessed feature extraction is not supported on Windows

2

Currently we do not support multiprocessed feature extraction on Windows, and we do not plan (in the near future) to work on this. **What do we use for multiprocessing?** For...

:zap: Ugain power consumption demo

1

Cherry picked commits of the Ugain example branch from #49

be flexible in number of feature-function outputs

2

It is okay to be flexible in # of feature-function outputs, as long as it is consistent (which is a constraint that we already impose; e.g., hist4 => always returns...

Very low priority as logging is now working fine, but this would most likely be more clean & we could log errors more conveniently. Before changing logging to loguru, we...