Deep Learning Portfolio

A curated collection of Deep Learning projects by Ashwin Kotha.

Projects

Notebook	Description
Reuters_News_Topic_Classification_RNN.ipynb	Multi-class text classification on the Reuters dataset using SimpleRNN, LSTM, GRU, BiSimpleRNN, BiLSTM, and BiGRU architectures. Compares 6 RNN variants across 46 topic classes.
Reuters_Transformer_Text_Classification.ipynb	Transformer Encoder-based text classification on the Reuters newswire dataset. Implements a custom multi-head attention architecture with stacked encoder blocks for 46-class classification.

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
README.md		README.md
Reuters_News_Topic_Classification_RNN.ipynb		Reuters_News_Topic_Classification_RNN.ipynb
Reuters_Transformer_Text_Classification.ipynb		Reuters_Transformer_Text_Classification.ipynb