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New abstractions for rolling-window forecasters. #127

Merged
merged 19 commits into from
Oct 19, 2022
Merged

New abstractions for rolling-window forecasters. #127

merged 19 commits into from
Oct 19, 2022

Commits on Oct 18, 2022

  1. rollingwindow and autoregressor wip

    @Emerald01 @aadyotb
    Emerald01 authored and aadyotb committed Oct 18, 2022
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  2. fix autogression rolling

    @Emerald01 @aadyotb
    Emerald01 authored and aadyotb committed Oct 18, 2022
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  3. pass tests

    @Emerald01 @aadyotb
    Emerald01 authored and aadyotb committed Oct 18, 2022
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  4. remove a redundant file

    @Emerald01 @aadyotb
    Emerald01 authored and aadyotb committed Oct 18, 2022
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  5. update docstrings

    @Emerald01 @aadyotb
    Emerald01 authored and aadyotb committed Oct 18, 2022
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  6. remove autoregression_utils

    @Emerald01 @aadyotb
    Emerald01 authored and aadyotb committed Oct 18, 2022
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  7. update rolling window

    @Emerald01 @aadyotb
    Emerald01 authored and aadyotb committed Oct 18, 2022
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  8. fix a minor

    @Emerald01 @aadyotb
    Emerald01 authored and aadyotb committed Oct 18, 2022
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  9. rename rollingwindows args, docstrings in

    @Emerald01 @aadyotb
    Emerald01 authored and aadyotb committed Oct 18, 2022
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  10. change

    @Emerald01 @aadyotb
    Emerald01 authored and aadyotb committed Oct 18, 2022
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  11. change2

    @Emerald01 @aadyotb
    Emerald01 authored and aadyotb committed Oct 18, 2022
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  12. change3

    @Emerald01 @aadyotb
    Emerald01 authored and aadyotb committed Oct 18, 2022
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  13. Create generic base for sklearn-style model.

    @aadyotb
    aadyotb committed Oct 18, 2022
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  14. Simplify rolling dataset & unify batching behavior

    @aadyotb
    aadyotb committed Oct 18, 2022
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  15. Add TODOs

    @aadyotb
    aadyotb committed Oct 18, 2022
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Commits on Oct 19, 2022

  1. Remove merlion/utils/seq_ar_common.py

    @aadyotb
    aadyotb committed Oct 19, 2022
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  2. Modify deep detectors to use new dataset class. 

    This also allows us to delete torch_utils.
    @aadyotb
    aadyotb committed Oct 19, 2022
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  3. Add docuemntation for merlion.models.utils

    @aadyotb
    aadyotb committed Oct 19, 2022
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  4. Remove unused functions.

    @aadyotb
    aadyotb committed Oct 19, 2022
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