Japkeerat Singh

Unidirectional is *not* the only way...

Unidirectional is *not* the only way...

Recurrent Neural Networks, Long Short Term Memory, and Gated Recurrent Units, all three have one similarity. They all are unidirectional. It means, context is created by only and only considering the past. However, some use cases benefit to have cont...

Japkeerat Singh
Japkeerat Singh
1 min read
Attention!

Attention!

Japkeerat Singh
Japkeerat Singh
2 min read
GRUs are lit 🔥 But why so little traction?

GRUs are lit 🔥 But why so little traction?

Japkeerat Singh
Japkeerat Singh
3 min read
Japkeerat Singh

Japkeerat Singh

5 followers

Learn 1 concept from Machine Learning, Artificial Intelligence, or Data Science, every Thursday at 2:30 PM IST in 4 minutes or less!

How LSTMs architecture solves the problem created by RNNs

How LSTMs architecture solves the problem created by RNNs

Japkeerat Singh
3 min read
A Beginner's Guide to Recurrent Neural Networks (Part 2 of 2)

A Beginner's Guide to Recurrent Neural Networks (Part 2 of 2)

Japkeerat Singh
3 min read
A Beginner's Guide to Recurrent Neural Networks (Part 1 of 2)

A Beginner's Guide to Recurrent Neural Networks (Part 1 of 2)

Japkeerat Singh
3 min read