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[ENH] Support tuning any model and extend LSTMModel in docs to support multi-target datasets #1449

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[ENH] Support tuning any model and extend LSTMModel in docs to support multi-target datasets #1449

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6891cf5
init
svnv-svsv-jm Nov 22, 2023
fe5f9ed
pre-commit
svnv-svsv-jm Nov 22, 2023
906af69
allow targets to be inputs as well (autoregressive)
svnv-svsv-jm Jan 3, 2024
b856609
readme: fix linter badge
Borda Jan 23, 2024
c08d4a5
ci: update workflow & cleaning
Borda Jan 23, 2024
224f4c5
resolving MRO
Borda Jan 23, 2024
d034e0b
black
svnv-svsv-jm Feb 13, 2024
622d979
update
svnv-svsv-jm Oct 9, 2024
0d9d4dc
update
svnv-svsv-jm Oct 9, 2024
343df88
add "python -m pip install --upgrade pip"
svnv-svsv-jm Oct 9, 2024
216b792
remove loguru
svnv-svsv-jm Oct 9, 2024
beb5c52
remove loguru
svnv-svsv-jm Oct 16, 2024
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5 changes: 3 additions & 2 deletions .github/workflows/test.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -28,7 +28,7 @@ jobs:
python -m pip install ".[dev,all_extras,github-actions]"

- name: Show dependencies
run: python -m pip list
run: python -m pip list

- name: Run example notebooks
run: build_tools/run_examples.sh
Expand Down Expand Up @@ -103,7 +103,8 @@ jobs:
- name: Install dependencies
shell: bash
run: |
pip install ".[dev,all_extras,github-actions]"
python -m pip install --upgrade pip
python -m pip install ".[dev,all_extras,github-actions]"

- name: Show dependencies
run: python -m pip list
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13 changes: 6 additions & 7 deletions README.md
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Expand Up @@ -2,13 +2,12 @@

_PyTorch Forecasting_ is a PyTorch-based package for forecasting with state-of-the-art deep learning architectures. It provides a high-level API and uses [PyTorch Lightning](https://pytorch-lightning.readthedocs.io/) to scale training on GPU or CPU, with automatic logging.


| | **[Documentation](https://pytorch-forecasting.readthedocs.io)** · **[Tutorials](https://pytorch-forecasting.readthedocs.io/en/latest/tutorials.html)** · **[Release Notes](https://pytorch-forecasting.readthedocs.io/en/latest/CHANGELOG.html)** |
|---|---|
| **Open Source** | [![MIT](https://img.shields.io/github/license/sktime/pytorch-forecasting)](https://github.com/sktime/pytorch-forecasting/blob/master/LICENSE) |
| **Community** | [![!discord](https://img.shields.io/static/v1?logo=discord&label=discord&message=chat&color=lightgreen)](https://discord.com/invite/54ACzaFsn7) [![!slack](https://img.shields.io/static/v1?logo=linkedin&label=LinkedIn&message=news&color=lightblue)](https://www.linkedin.com/company/scikit-time/) |
| **CI/CD** | [![github-actions](https://img.shields.io/github/actions/workflow/status/sktime/pytorch-forecasting/pypi_release.yml?logo=github)](https://github.com/sktime/pytorch-forecasting/actions/workflows/pypi_release.yml) [![readthedocs](https://img.shields.io/readthedocs/pytorch-forecasting?logo=readthedocs)](https://pytorch-forecasting.readthedocs.io) [![platform](https://img.shields.io/conda/pn/conda-forge/pytorch-forecasting)](https://github.com/sktime/pytorch-forecasting) [![Code Coverage][coverage-image]][coverage-url] |
| **Code** | [![!pypi](https://img.shields.io/pypi/v/pytorch-forecasting?color=orange)](https://pypi.org/project/pytorch-forecasting/) [![!conda](https://img.shields.io/conda/vn/conda-forge/pytorch-forecasting)](https://anaconda.org/conda-forge/pytorch-forecasting) [![!python-versions](https://img.shields.io/pypi/pyversions/pytorch-forecasting)](https://www.python.org/) [![!black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) |
| | **[Documentation](https://pytorch-forecasting.readthedocs.io)** · **[Tutorials](https://pytorch-forecasting.readthedocs.io/en/latest/tutorials.html)** · **[Release Notes](https://pytorch-forecasting.readthedocs.io/en/latest/CHANGELOG.html)** |
| -------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| **Open Source** | [![MIT](https://img.shields.io/github/license/sktime/pytorch-forecasting)](https://github.com/sktime/pytorch-forecasting/blob/master/LICENSE) |
| **Community** | [![!discord](https://img.shields.io/static/v1?logo=discord&label=discord&message=chat&color=lightgreen)](https://discord.com/invite/54ACzaFsn7) [![!slack](https://img.shields.io/static/v1?logo=linkedin&label=LinkedIn&message=news&color=lightblue)](https://www.linkedin.com/company/scikit-time/) |
| **CI/CD** | [![github-actions](https://img.shields.io/github/actions/workflow/status/sktime/pytorch-forecasting/pypi_release.yml?logo=github)](https://github.com/sktime/pytorch-forecasting/actions/workflows/pypi_release.yml) [![readthedocs](https://img.shields.io/readthedocs/pytorch-forecasting?logo=readthedocs)](https://pytorch-forecasting.readthedocs.io) [![platform](https://img.shields.io/conda/pn/conda-forge/pytorch-forecasting)](https://github.com/sktime/pytorch-forecasting) [![Code Coverage][coverage-image]][coverage-url] |
| **Code** | [![!pypi](https://img.shields.io/pypi/v/pytorch-forecasting?color=orange)](https://pypi.org/project/pytorch-forecasting/) [![!conda](https://img.shields.io/conda/vn/conda-forge/pytorch-forecasting)](https://anaconda.org/conda-forge/pytorch-forecasting) [![!python-versions](https://img.shields.io/pypi/pyversions/pytorch-forecasting)](https://www.python.org/) [![!black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) |

[coverage-image]: https://codecov.io/gh/sktime/pytorch-forecasting/branch/main/graph/badge.svg
[coverage-url]: https://codecov.io/github/sktime/pytorch-forecasting?branch=main
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