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Examples/m4 competition #138

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080d0d2
examples(M4): add scripts to run all experiments
Droxef Jul 6, 2020
e95c33f
examples(M4): add ensembling script
Droxef Jul 6, 2020
594dd8a
examples(M4): add example notebook
Droxef Jul 6, 2020
9d96bfb
fix(theta): avoid NaN values appearing when alpha=0
Droxef Jul 7, 2020
461198d
Merge branch 'develop' of https://github.com/unit8co/darts into examp…
Droxef Jul 9, 2020
8adf8d2
fix(M4/preprocess): correct bug in download and creating time series.
Droxef Jul 9, 2020
c315978
refactor(M4): adapt code to multivariate
Droxef Jul 10, 2020
a690294
example(M4): better examples in notebook
Droxef Jul 10, 2020
e6178f1
fix(M4): add notebook in doc
Droxef Jul 10, 2020
b4538eb
style(M4): rename jupyter notebook
Droxef Jul 13, 2020
e4d9a98
Merge branch 'develop' of https://github.com/unit8co/darts into examp…
Droxef Jul 13, 2020
789b171
Merge branch 'develop' of https://github.com/unit8co/darts into examp…
Droxef Jul 20, 2020
3376b20
refactor(M4competition): apply FourTheta changes
Droxef Jul 20, 2020
2183843
refactor(M4examples): update notebook and faster gridsearch function
Droxef Jul 21, 2020
cf0fe64
Merge branch 'develop' of https://github.com/unit8co/darts into examp…
Droxef Jul 21, 2020
cf21037
clean(m4competition): remove unnecessary comments
Droxef Jul 21, 2020
9ac5457
example(m4competition): add script reproducing rersults from 6th winn…
Droxef Jul 22, 2020
f07f450
remove redundant FourTheta model
Droxef Jul 23, 2020
c18ed0d
Merge branch 'develop' of https://github.com/unit8co/darts into examp…
Droxef Jul 23, 2020
186dbc8
perf(ts_creation): create index only one time per freq and slice it
Droxef Jul 23, 2020
409a865
Merge branch 'develop' into examples/M4competion
Droxef Aug 4, 2020
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10 changes: 10 additions & 0 deletions docs/source/examples.rst
Original file line number Diff line number Diff line change
Expand Up @@ -56,3 +56,13 @@ You will find below an example Jupyter notebook containing usage of multivariate
:maxdepth: 1

examples/multivariate-examples.ipynb

M4 Competition Exploration
==========================

You will find below an example Jupyter notebook with a benchmark of different darts models and example usage of FourTheta model

.. toctree::
:maxdepth: 1

examples/M4_competition/M4_competition_benchmark.ipynb
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