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Document the Algorithmic Details of PyAF #35

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antoinecarme opened this issue Jan 28, 2017 · 2 comments
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Document the Algorithmic Details of PyAF #35

antoinecarme opened this issue Jan 28, 2017 · 2 comments
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@antoinecarme
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Need a document to describe the algorithmic aspects of time series forecasting in PyAF.

  1. The overall algorithm
  2. The detail of the signal decomposition
  3. The machine learning aspects
  4. Advanced usage/control of the algorithms.
    5.Hierarchical forecasting.
antoinecarme added a commit that referenced this issue Jan 28, 2017
@antoinecarme
Document the Algorithmic Details of PyAF #35
c166e36 
WIP
antoinecarme added a commit that referenced this issue Jan 28, 2017
@antoinecarme
Document the Algorithmic Details of PyAF #35
39eb3d0 
WIP
@antoinecarme antoinecarme self-assigned this Jan 30, 2017
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Added a jupyter notebook :

https://github.com/antoinecarme/pyaf/blob/master/docs/PyAF_Algorithmic_Aspects.ipynb

@antoinecarme antoinecarme mentioned this issue Jan 22, 2019
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@antoinecarme antoinecarme mentioned this issue Jan 31, 2020
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antoinecarme added a commit that referenced this issue Apr 28, 2022
@antoinecarme
Document the Algorithmic Details of PyAF #35. Updated this document (…
9fe1b49 
…WIP)
antoinecarme added a commit that referenced this issue Apr 28, 2022
@antoinecarme
Document the Algorithmic Details of PyAF #35. Updated this document (…
7753725 
…WIP)
antoinecarme added a commit that referenced this issue Apr 28, 2022
@antoinecarme
Document the Algorithmic Details of PyAF #35. Updated this document (…
4e05000 
…WIP)
antoinecarme added a commit that referenced this issue Apr 28, 2022
@antoinecarme
Document the Algorithmic Details of PyAF #35. Updated this document (…
83190bb 
…WIP)
antoinecarme added a commit that referenced this issue May 2, 2022
@antoinecarme
Document the Algorithmic Details of PyAF #35. Updated this document (…
632a64e 
…WIP)
antoinecarme added a commit that referenced this issue May 2, 2022
@antoinecarme
Document the Algorithmic Details of PyAF #35. Updated this document (…
2537dd2 
…WIP)
@antoinecarme antoinecarme mentioned this issue May 2, 2022
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antoinecarme added a commit that referenced this issue May 4, 2022
@antoinecarme
Document the Algorithmic Details of PyAF #35. Added some notes about …
0755445 
…PyAF reproducibility.
antoinecarme added a commit that referenced this issue May 5, 2022
@antoinecarme
Document the Algorithmic Details of PyAF #35. Added some notes about …
2e7c5c2 
…PyAF explainability and forecast outputs.
antoinecarme added a commit that referenced this issue May 5, 2022
@antoinecarme
Document the Algorithmic Details of PyAF #35. Added some notes about …
bcb880b 
…PyAF explainability and forecast outputs.
antoinecarme added a commit that referenced this issue May 9, 2022
@antoinecarme
Document the Algorithmic Details of PyAF #35. Added more detail about…
a2b3240 
… BoxCox Transformation, MovingMedian and MovingAverage Trends
antoinecarme added a commit that referenced this issue May 9, 2022
@antoinecarme
Document the Algorithmic Details of PyAF #35. Added more detail about…
0d44c09 
… seasonal components and AR feature selection.
antoinecarme added a commit that referenced this issue May 9, 2022
@antoinecarme
Document the Algorithmic Details of PyAF #35. Added more detail about…
c282cdb 
… seasonal components and AR feature selection.
@antoinecarme
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FIXED

@antoinecarme antoinecarme mentioned this issue Dec 13, 2022
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