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Movement: Support for kalman filters (Deborshi Kashyap) #2

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Gsoc Proposal

@decembboy decembboy marked this pull request as draft March 16, 2025 07:42
@decembboy decembboy marked this pull request as ready for review March 16, 2025 07:44
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@adamltyson adamltyson left a comment

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Hi @decembboy. Could you make sure to fill in all sections of the form? There are some parts missing such as usernames, and links to PRs.

Could you also make it easier to read by giving it a .md extension? Thanks!

…ment Deborshi Kashyap to NeuroInformation Support for kalman filters in movement Deborshi Kashyap.md
@decembboy decembboy marked this pull request as draft March 17, 2025 15:07
@decembboy decembboy marked this pull request as ready for review March 18, 2025 14:05
@adamltyson adamltyson requested review from niksirbi and sfmig March 19, 2025 13:50
@decembboy decembboy changed the title Create NeuroInformation Support for kalman filters in movement Debor… Movement: Support for kalman filters (Deborshi Kashyap) Mar 21, 2025
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@niksirbi niksirbi left a comment

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Hey @decembboy, I think the implementation timeline lacks details and is too vague. I would suggest including more specifics on how you want to approach solving the problems.

@decembboy decembboy requested a review from niksirbi March 27, 2025 05:49
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decembboy commented Apr 1, 2025

Hi @niksirbi @sfmig I have made some adjustments on the implementation timeline and looking forward to your review.

@sfmig sfmig removed their request for review April 7, 2025 09:57
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See my comments below @decembboy.

Please note that at this stage, we're not able to offer any further feedback.


[myhealthconnectsociety](https://github.com/myhealthconnectsociety/project-healthcare/pull/138)

[neuroinformatics unit ( movement )](https://github.com/neuroinformatics-unit/movement/issues/21)
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this is a link to an issue, not a PR. Note that in this section we expect to see links to PRs only.


This project aims to integrate Kalman filtering into the Movement project to enhance data smoothing and filtering capabilities. The Kalman filter will be implemented to smooth position, velocity, and acceleration timeseries. Additionally, as a stretch goal, it will be applied to fix identity switches in multi-animal tracking data. This functionality is crucial for improving trajectory estimations, aggregating multi-source information, and enhancing tracking accuracy. The deliverables include a robust Python implementation, comprehensive tests, thorough documentation, and an example use case in the Movement gallery. The open-source community will benefit from improved data handling methods in movement analysis.

# Implementation Timeline:
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You haven't specified the size of the project you are applying for. How many hours to do you intend to commit in total?

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Hi @decembboy, if this proposal was submitted to GSoC, would you mind cleaning it up so we can merge it into the repository. In particular:

  • Making sure there is just one new file added (your proposal)
  • Making sure there are no strange characters in the filename (in particular colons, that may have snuck in there from an earlier version of the template)
  • Making sure that there are no changes to any other file (e.g. the template or other applications). This PR should just show one file being changed.

Thanks, and we hope you consider contributing further to open source!

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Hi @adamltyson I won't mind cleaning it up as I have already submitted the proposal.

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Hi @decembboy, do you have an ETA of when you may be able to get to this? Thanks!

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decembboy commented Apr 16, 2025

Hi @adamltyson In june 1st at 16:00 IST

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3 participants