Log

This is to explore how byte pair encoding ( BPE ) works. Code implementation used in this blog can be found in the github repo [Read More]

In this post we would implememt LSTM from scratch. To increase understanding I would use a small circular example dataset. Code implementation for this blog can be found in the github repo . This is related to the previous blog on RNN [Read More]

In this post we would implememt RNN from scratch. To increase understanding I would use a small circular example dataset. Code implementation for this blog can be found in the github repo [Read More]

This Blog post is to share takeaways from the Paper “Improving neural networks by preventing co-adaptation of feature detectors”. Code related to this blog post can be found here github repo [Read More]

This is a demo post to explore different optimisation algorithms. To increase understanding I would use a small elliptic 2D cost funtion. Code implementation for all optimizers used in this blog can be found in the github repo [Read More]