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Nbeats x #76

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Commits on May 17, 2021

  1. Set up for experiments on synthetic distributions

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    adelegouttes committed May 17, 2021
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  2. Tests on gaussian mixture

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    adelegouttes committed May 17, 2021
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  3. Use gluon-ts to fit a gaussian mixture

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    adelegouttes committed May 17, 2021
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  4. Experiments with uniform and inflated uniform

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    adelegouttes committed May 17, 2021
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  5. Compare iqn vs pwl: negative binomial, gaussian mixture

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    adelegouttes committed May 17, 2021
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  6. Compare different IQN architectures

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    adelegouttes committed May 17, 2021
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Commits on Jun 10, 2021

  1. Merge branch 'master' of github.bus.zalan.do:zalandoresearch/pytorch-ts

    @adelegouttes
    adelegouttes committed Jun 10, 2021
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Commits on Jun 11, 2021

  1. Debug

    @adelegouttes
    adelegouttes committed Jun 11, 2021
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  2. Add a test for nbeats generic

    @adelegouttes
    adelegouttes committed Jun 11, 2021
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  3. Add notebook example

    @adelegouttes
    adelegouttes committed Jun 11, 2021
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Commits on Jun 12, 2021

  1. Add basic elements for NbeatsX: networks and estimator 

    Exogenous are not yet used, the time feature has the wrong shape
It's also fully copy pasted, which is probably not the best way...
    @adelegouttes
    adelegouttes committed Jun 12, 2021
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Commits on Jun 13, 2021

  1. Pass a unique exogenous variable to the nbeats blocks

    @adelegouttes
    adelegouttes committed Jun 13, 2021
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Commits on Jun 14, 2021

  1. Pass future time features

    @adelegouttes
    adelegouttes committed Jun 14, 2021
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  2. Example notebook

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    adelegouttes committed Jun 14, 2021
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Commits on Jun 18, 2021

  1. Test both nbeats and nbeatsX

    @adelegouttes
    adelegouttes committed Jun 18, 2021
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  2. Extract nbeats block to a common base file

    @adelegouttes
    adelegouttes committed Jun 18, 2021
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  3. Create base nbeats estimator

    @adelegouttes
    adelegouttes committed Jun 18, 2021
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  4. NbeatsX estimator based on the base estimator

    @adelegouttes
    adelegouttes committed Jun 18, 2021
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  5. Extract part of nbeats network to base object

    @adelegouttes
    adelegouttes committed Jun 18, 2021
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  6. Base nbeatsX network on the base network

    @adelegouttes
    adelegouttes committed Jun 18, 2021
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  7. Can have more than one dynamic time feature. 

    Works, but does not converge greatly vs one time feature.
Does not pass often the test for instance,
and need to increase the number of epochs
    @adelegouttes
    adelegouttes committed Jun 18, 2021
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Commits on Sep 9, 2021

  1. Merge remote-tracking branch 'origin/master' into nbeats-x-experiments

    @kashif
    kashif committed Sep 9, 2021
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  2. some nbeatsx fixes

    @kashif
    kashif committed Sep 9, 2021
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  3. removed notebooks

    @kashif
    kashif committed Sep 9, 2021
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  4. added time features

    @kashif
    kashif committed Sep 9, 2021
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Commits on Sep 10, 2021

  1. use indicator values

    @kashif
    kashif committed Sep 10, 2021
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