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

.github/workflows/test.yml

@@ -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
@@ -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

README.md

@@ -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