Jupyter Notebooks with Deep Learning Tutorials

Notebooks accompanying my posts on medium

Exploring Activation Functions for Neural Networks Experiments with different activation function on the MNIST dataset post notebook
How Attractive Are You in the Eyes of Deep Neural Network? Beauty classifier using ResNet post notebook
Solving NLP task using Sequence2Sequence model: from Zero to Hero Tutorial on solving Named Entity Recognition using LSTM post notebook
BERT to the rescue! Tutorial on fine-tuning BERT for sentiment classification post notebook
Distilling BERT — How to achieve BERT performance using Logistic Regression How to transfer knowledge from BERT to a simple logistic regression post notebook
Introduction to text representation and similarity Intorduction to euclidian and cosine distance for text post notebook
Speech Classification Using Neural Networks: The Basics Tutorial on speech classification using CNNs post notebook

Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Activation Functions.ipynb		Activation Functions.ipynb
BERT_to_the_rescue.ipynb		BERT_to_the_rescue.ipynb
Beauty Classifier.ipynb		Beauty Classifier.ipynb
Distilling_Bert.ipynb		Distilling_Bert.ipynb
NER.ipynb		NER.ipynb
README.md		README.md
Speech Classification.ipynb		Speech Classification.ipynb
Text Distance.ipynb		Text Distance.ipynb
Visual Embeddings.ipynb		Visual Embeddings.ipynb
Visual_Embeddings_Newsgroup.ipynb		Visual_Embeddings_Newsgroup.ipynb
hebrew_snetiment_analysis.ipynb		hebrew_snetiment_analysis.ipynb

Provide feedback