Deep Learning

Resources for deep learning interviews

Deep Learning Interviews: Hundreds of fully solved job interview questions from a wide range of key topics in AI https://arxiv.org/abs/2201.00650

Transformer Explained & Visualized

Transformer Neural Networks Explained & Visualized: The Illustrated Transformer: T5: a detailed explanation:

Transformer Models for Time Series Forecasting

Wu, N., Green, B., Ben, X., & O’Banion, S. (2020). Deep transformer models for time series forecasting: The influenza prevalence case. In arXiv. https://arxiv.org/abs/2001.08317 Lim, B., Arık, S., Loeff, N., & Pfister, T.

Machine Learning and Deep Learning Interpretability

Interpret machine learning models using the idea of Shapley value, decomposition of a model, a pay-off concept from cooperative game theory.