Skip to content
/ colab_tutorials Public

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

2 stars 1 fork Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

ameasure/colab_tutorials

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

79 Commits
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
 
 

Repository files navigation

colab_tutorials

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

To Do:

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

About

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

Resources

Readme
Activity

Stars

2 stars

Watchers

3 watching

Forks

1 fork
Report repository

Releases

No releases published

Packages

No packages published

Languages