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[DOC] - Tutorial on long-horizon forecasting #249

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Merged
merged 10 commits into from
Mar 14, 2024
Merged

[DOC] - Tutorial on long-horizon forecasting #249

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6717422
Add finetuning loss function tutorial and link it to finetuning tutorial
marcopeix Mar 6, 2024
edaa13d
Fixed typo, used utilsforecast for evaluation, removed sklearn depend…
marcopeix Mar 7, 2024
47d1401
Rename notebook
marcopeix Mar 7, 2024
04078b1
Add tutorial on long horizon forecasting with TimeGPT
marcopeix Mar 11, 2024
18a44b0
Install dev depencies during CI
marcopeix Mar 12, 2024
425c8fe
Fix CI to install dev dependencies and clean notebook
marcopeix Mar 12, 2024
7fd4263
Add datasetsforecast as dev requirements
marcopeix Mar 12, 2024
babbd5e
Move datasetsforecast to setup.py
marcopeix Mar 12, 2024
7a41a11
Change dask to dask[dataframe]
marcopeix Mar 12, 2024
53e6903
Changed intro paragraph, added confidence intervals and comparison wi…
marcopeix Mar 13, 2024
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2 changes: 1 addition & 1 deletion .github/workflows/ci.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -83,7 +83,7 @@ jobs:
cache-environment: true

- name: Install pip requirements
run: pip install ./
run: pip install -e ".[dev]"

- name: Run tests
run: nbdev_test --skip_file_glob "*distributed*"
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322 changes: 322 additions & 0 deletions nbs/docs/tutorials/12_longhorizon.ipynb
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4 changes: 2 additions & 2 deletions setup.py
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Expand Up @@ -3,8 +3,8 @@
with open("README.md", "r", encoding="utf8") as fh:
long_description = fh.read()

dev = ["black", "nbdev", "plotly", "python-dotenv", "statsforecast"]
distributed = ["dask", "fugue[ray]>=0.8.7", "pyspark", "ray[serve-grpc]"]
dev = ["black", "nbdev", "plotly", "python-dotenv", "statsforecast", "datasetsforecast"]
distributed = ["dask[dataframe]", "fugue[ray]>=0.8.7", "pyspark", "ray[serve-grpc]"]
plotting = ["utilsforecast[plotting]>=0.0.5"]
date_extras = ["holidays"]

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