Archives
- 05 Jun Deep Dive Into Pytorch - Dataset and DataLoaders
- 06 Mar Moving Beyond OLS-Introduction to GLMs
- 26 Jan R Code Snippets
- 20 Dec Prerequisites for Convex Optimization 2
- 17 Dec Prerequisites for Convex Optimization 1
- 16 Dec Lagrange Multipliers
- 15 Dec Conditional Independence, d-Separation, Markov Property and Markov Blanket
- 17 Sep A Reference Guide to Distributions
- 04 Sep A Reference Guide to Deep Learning in Pytorch | Tips and Tricks
- 30 Aug A Reference Guide to Statistics
- 28 Aug Latent Variable Model (LVM)
- 26 Aug Evidence Lower Bound
- 26 Aug Latent Variables
- 26 Aug Jensen's Inequality
- 21 Aug Kullback–Leibler Divergence
- 21 Aug Mutual Information
- 19 Aug Notations-1
- 16 Aug Joint, Conditional and Marginal Entropy
- 07 Aug Entropy
- 29 Jul Self Information