angkul

@trigaten is this issue still open? If so, then what is this issue and I would like to work on it.

Summary of work done in this PR: Tested the two implementations(darts and FilterPy) of Kalman filter on the single-wasp dataset. The results are that darts FilterPy is ilterPy's Kalman filter...

> I don’t think the necessary reformatting (e.g. reshaping dimensions and assigning a time index) is a deal-breaker—we could handle that “under the hood” so the user isn’t exposed to...

In the `890d1b2` commit, I removed the `constant` interpolate method because the `fill_value` parameter required by the `constant` method is mismatching with the xarray's `interpolate_na` function fill_value. So, it is...

Hello, @sfmig, first of all I would like to say sorry for my delayed response. I was busy in my gsoc proposal and some deadline. > I added some comments...

> Re the point below: > > > I removed the constant interpolate method because the fill_value parameter required by the constant method is mismatching with the xarray's interpolate_na function...

@sfmig, I have added the test cases and add the support for all the interpolation methods(that were mentioned in the docstring). Also, I add the `constant` interpolation method too. Your...

tests in the `test_integration/test_filtering.py` are failing. I believe that tests are failing because the `fill_value`(I used for constant method) in the `interpolate_over_time` function is mismatching with `test_nan_propagation_through_filters` function in `test_integration/test_filtering.py`....