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Feature/add torchtext transformers bert notebook #645

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Feature/add torchtext transformers bert notebook #645

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51884b7
Add a torchtext + trannsformers notebook showcasing BERT
Jun 2, 2020
0393f55
Fix wrong link in MNIST-torchvision notebook
Jun 2, 2020
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1 change: 1 addition & 0 deletions CHANGES.md
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Expand Up @@ -12,6 +12,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- Added the `event_name` argument for `LRScheduler` for optional recording of LR changes inside `net.history`. NOTE: Supported only in Pytorch>=1.4
- Make it easier to add custom modules or optimizers to a neural net class by automatically registering them where necessary and by making them available to set_params
- Added the `step_every` argument for `LRScheduler` to set whether the scheduler step should be taken on every epoch or on every batch.
- Added a notebook that shows how to use a pretrained BERT in skorch with the help of torchtext and huggingface transformers

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2 changes: 1 addition & 1 deletion notebooks/MNIST-torchvision.ipynb
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Expand Up @@ -12,7 +12,7 @@
"<a target=\"_blank\" href=\"https://colab.research.google.com/github/skorch-dev/skorch/blob/master/notebooks/MNIST-torchvision.ipynb\">\n",
" <img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a> \n",
"</td><td>\n",
"<a target=\"_blank\" href=\"https://github.com/skorch-dev/skorch/blob/master/notebooks/MNIST.ipynb\"><img width=32px src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a></td></table>"
"<a target=\"_blank\" href=\"https://github.com/skorch-dev/skorch/blob/master/notebooks/MNIST-torchvision.ipynb\"><img width=32px src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a></td></table>"
]
},
{
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1 change: 1 addition & 0 deletions notebooks/README.md
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Expand Up @@ -5,3 +5,4 @@
* [MNIST](https://nbviewer.jupyter.org/github/skorch-dev/skorch/blob/master/notebooks/MNIST.ipynb)
* [MNIST using torchvision](https://nbviewer.jupyter.org/github/skorch-dev/skorch/blob/master/notebooks/MNIST-torchvision.ipynb)
* [Transfer Learning](https://nbviewer.jupyter.org/github/skorch-dev/skorch/blob/master/notebooks/Transfer_Learning.ipynb)
* [torchtext and bert]((https://nbviewer.jupyter.org/github/skorch-dev/skorch/blob/master/notebooks/torchtext_bert.ipynb)
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