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intel / dffml

The easiest way to use Machine Learning. Mix and match underlying ML libraries and data set sources. Generate new datasets or modify existing ones with ease.
https://intel.github.io/dffml/main/
MIT License
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model: orion: Time series anomaly detection #960

Open johnandersen777 opened 3 years ago

johnandersen777 commented 3 years ago

Follow the new model tutorial (the Oregon COVID data example may also be helpful).

Then try to implement a model using Orion https://sintel.dev/Orion/ https://github.com/sintel-dev/Orion

sidhu1012 commented 3 years ago

I'll give it a try.

sidhu1012 commented 3 years ago

@pdxjohnny Where shall this model go?

johnandersen777 commented 3 years ago

@sidhu1012 Under model/orion.

The process is (#725):

$ cd /path/to/dffml/source
$ cd model
$ dffml service dev create model dffml-model-orion
$ mv dffml-model-orion orion
sidhu1012 commented 3 years ago

@sidhu1012 Under model/orion.

The process is (#725):

$ cd /path/to/dffml/source
$ cd model
$ dffml service dev create model dffml-model-orion
$ mv dffml-model-orion orion

Thanks @pdxjohnny

mhash1m commented 3 years ago

Can I work on this if its inactive?

johnandersen777 commented 3 years ago

Since we haven't seen a PR from @sidhu1012, per the community guidelines, yes this is up for grabs: https://intel.github.io/dffml/contributing/dev_community.html#who-s-working-on-what

mhash1m commented 3 years ago

If any one wants to work on this, feel free to do so. Some useful resources to work on this issue: Meeting Minutes Recording of the discussion PS: Under 23rd Feb 2021

programmer290399 commented 3 years ago

I would like to work on this issue.

Saanidhyavats commented 3 years ago

@pdxjohnny if I am not wrong, I have to create a single .py file similar to one shown here https://intel.github.io/dffml/examples/or_covid_data_by_county.html in the model/orion directory?

Patil2099 commented 3 years ago

@pdxjohnny Is this still open? I would love to solve it. Is this the process I have to follow? https://github.com/intel/dffml/issues/960#issuecomment-777979005

coddiw0mple commented 2 years ago

Hi @pdxjohnny I'm a student trying for GSoC 2022 and I'm thinking of implementing the forecasting project idea, which seems to be related to this issue.

It would be a good learning experience for me and would equip me with enough knowledge about the codebase to be able to work on that project later.

If this is still open, can I work on it?

programmer290399 commented 2 years ago

@coddiw0mple Yes!

Please see https://intel.github.io/dffml/master/contributing/dev_community.html#who-s-working-on-what.

As a rule, we don't ask if we can do something, we state our intention to try to do it, then follow those guidelines.

coddiw0mple commented 2 years ago

Thanks for your speedy response @programmer290399 I did go through it as I browsed the comments here :)

I asked this to be polite and make myself known but I'll make sure to follow proper guidelines from now on.

I'll work on this now