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Fixes colab links for lightning in 2steps documentation (#9038) 

Co-authored-by: Ethan Harris <ewah1g13@soton.ac.uk>
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
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Sean Benhur J 2021-08-24 00:55:21 +05:30 committed by GitHub
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docs/source/starter/new-project.rst
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@ -120,13 +120,14 @@ A :doc:`lightning module <../common/lightning_module>` defines a *system* not a
Examples of systems are:
- `Autoencoder <https://github.com/PyTorchLightning/lightning-bolts/blob/master/pl_bolts/models/autoencoders/basic_ae/basic_ae_module.py>`_
- `BERT <https://colab.research.google.com/github/PytorchLightning/pytorch-lightning/blob/master/notebooks/04-transformers-text-classification.ipynb>`_
- `DQN <https://colab.research.google.com/github/PytorchLightning/pytorch-lightning/blob/master/notebooks/08-Domain-specific-demos.ipynb>`_
- `GAN <https://colab.research.google.com/github/PytorchLightning/pytorch-lightning/blob/master/notebooks/03-basic-gan.ipynb>`_
- `Image classifier <https://colab.research.google.com/github/PytorchLightning/pytorch-lightning/blob/master/notebooks/01-mnist-hello-world.ipynb>`_
- `BERT <https://colab.research.google.com/github/PyTorchLightning/lightning-tutorials/blob/publication/.notebooks/lightning_examples/text-transformers.ipynb>`_
- `DQN <https://colab.research.google.com/github/PyTorchLightning/lightning-tutorials/blob/publication/.notebooks/lightning_examples/reinforce-learning-DQN.ipynb>`_
- `GAN <https://colab.research.google.com/github/PyTorchLightning/lightning-tutorials/blob/publication/.notebooks/lightning_examples/basic-gan.ipynb>`_
- `Image classifier <https://colab.research.google.com/github/PyTorchLightning/lightning-tutorials/blob/publication/.notebooks/lightning_examples/mnist-hello-world.ipynb>`_
- Seq2seq
- `SimCLR <https://github.com/PyTorchLightning/lightning-bolts/blob/master/pl_bolts/models/self_supervised/simclr/simclr_module.py>`_
- `VAE <https://github.com/PyTorchLightning/lightning-bolts/blob/master/pl_bolts/models/autoencoders/basic_vae/basic_vae_module.py>`_
- `and a lot more <https://github.com/PyTorchLightning/lightning-tutorials/tree/publication/.notebooks/lightning_examples>`_
Under the hood a LightningModule is still just a :class:`torch.nn.Module` that groups all research code into a single file to make it self-contained: