Abhimanyu Talwar's Blog

• 08 Sep 2021 » Basic Integrals from Kingma, Welling (2013)
• 10 Jul 2020 » SVD Part 2 - Insights into Ridge Regression using SVD
• 12 Aug 2018 » Build an LSTM from scratch in Python (+ backprop derivations!)
• 31 Jul 2018 » Build an RNN from scratch in Python (+ backprop derivations!)
• 21 Jul 2018 » SVD Part 1 - Introduction to Singular Value Decomposition
• 01 Jun 2017 » Calculus for Batch Normalization
• 20 May 2017 » Backpropogating Softmax Layer of a Neural Network
• 10 May 2017 » Hello World!

Tags:

backprop-maths   sequence-modeling   linear-algebra   SVD   variational-inference   rnn   regularization   regression   lstm