colab_tutorials

A collection of deep neural network tutorials for use with Google Colab

To Do:

ELMO embeddings examples have bugs, Keras doesn't currently update weights for Hub add-ins
Add a BERT example

Name		Name	Last commit message	Last commit date
Images		Images
6 Introduction to Deep Learning and Neural Networks.ipynb		6 Introduction to Deep Learning and Neural Networks.ipynb
6.1 Convolutional Neural Networks.ipynb		6.1 Convolutional Neural Networks.ipynb
6.2 Recurrent Neural Networks.ipynb		6.2 Recurrent Neural Networks.ipynb
BERT_with_TF_Hub.ipynb		BERT_with_TF_Hub.ipynb
Convolutional_Neural_Networks.ipynb		Convolutional_Neural_Networks.ipynb
ELMO.ipynb		ELMO.ipynb
ELMO_custom_layer.ipynb		ELMO_custom_layer.ipynb
FastAI 1.0.50.ipynb		FastAI 1.0.50.ipynb
FastAI.ipynb		FastAI.ipynb
FastAI_1_0_50.ipynb		FastAI_1_0_50.ipynb
Finetune.ipynb		Finetune.ipynb
Finetune2.ipynb		Finetune2.ipynb
Introduction to Deep Learning and Neural Networks (colab).ipynb		Introduction to Deep Learning and Neural Networks (colab).ipynb
Introduction_to_Deep_Learning_and_Neural_Networks.ipynb		Introduction_to_Deep_Learning_and_Neural_Networks.ipynb
MSHA_with_HF_transformers_and_Pretraining.ipynb		MSHA_with_HF_transformers_and_Pretraining.ipynb
Multiclass_Multilabel_LogisticRegression.ipynb		Multiclass_Multilabel_LogisticRegression.ipynb
NNet Demo.ipynb		NNet Demo.ipynb
Pretrained_Transformers_(deberta-v2).ipynb		Pretrained_Transformers_(deberta-v2).ipynb
Pretrained_Transformers_(intro) MultiLabel Test.ipynb		Pretrained_Transformers_(intro) MultiLabel Test.ipynb
README.md		README.md
Recurrent_Neural_Networks.ipynb		Recurrent_Neural_Networks.ipynb
Transformer MSHA.ipynb		Transformer MSHA.ipynb
Transformers for Text Classification from Scratch.ipynb		Transformers for Text Classification from Scratch.ipynb
Word_Embeddings_with_Gensim.ipynb		Word_Embeddings_with_Gensim.ipynb

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