2020-01-17 11:03:31 +00:00
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.. toctree::
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2020-03-02 03:15:55 +00:00
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:maxdepth: 1
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2020-03-03 15:52:16 +00:00
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:name: Community Examples
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:caption: Community Examples
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2020-01-17 11:03:31 +00:00
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2020-03-03 15:52:16 +00:00
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Generative Adversarial Network <https://colab.research.google.com/drive/1F_RNcHzTfFuQf-LeKvSlud6x7jXYkG31#scrollTo=TyYOdg8g77P0>
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Hyperparameter optimization with Optuna <https://github.com/optuna/optuna/blob/master/examples/pytorch_lightning_simple.py>
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Recurrent Attentive Neural Process <https://github.com/PyTorchLightning/attentive-neural-processes>
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Siamese Nets for One-shot Image Recognition <https://github.com/PyTorchLightning/Siamese-Neural-Networks>
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Speech Transformers <https://github.com/PyTorchLightning/speech-transformer-pytorch_lightning>
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Transformers transfer learning (Huggingface) <https://colab.research.google.com/drive/1F_RNcHzTfFuQf-LeKvSlud6x7jXYkG31#scrollTo=yr7eaxkF-djf>
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Transformers text classification <https://github.com/ricardorei/lightning-text-classification>
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MNIST on TPU <https://colab.research.google.com/drive/1-_LKx4HwAxl5M6xPJmqAAu444LTDQoa3#scrollTo=BHBz1_AnamN_>
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NER (transformers, TPU) <https://colab.research.google.com/drive/1dBN-wwYUngLYVt985wGs_OKPlK_ANB9D>
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