2023
- 27 Jan The need for sampling temperature and differences between whisper, GPT-3, and probabilistic model's temperature
- 10 Jan Deriving categorical cross entropy and softmax
2022
- 28 Dec Welcome to the blog
2021
2020
- 06 Dec PyTorch - Computation graph
- 13 Feb Data structure Trie - Prefix trees, spell checkers
- 31 Jan An idea to test programming solution
- 08 Jan Your own mini google search - inverted indexes and boolean retrieval
2019
- 13 Dec Paper summary - Distractor generation for multiple choice question using learning to rank
- 09 Dec Kadane's algorithm - Maximum subarray problem
- 08 Nov Paper summary - Few shot adversarial learning of realistic neural talking head models
- 06 Nov RecSys Netflix prize competition
- 21 Oct Generative Models - Part II GANs (old)
- 12 Oct Generative Models - Part I VAE
- 03 Oct Recurrent neural networks (RNNs)
- 07 Sep Keras Callbacks
- 28 Jun Defining model complexity and its math
- 20 Jun Optimization Algorithms – Gradient Descent Extensions
- 19 May Keras LSTM-donald trump
- 19 May Kernels 101
- 19 May A beginners guide to SVM
- 08 May A beginners guide to regularization
- 03 May Train, test, dev split and bias v/s variance
- 22 Apr Introduction to gradience descent (a beginner's guide)
- 20 Apr Introduction to neural networks
- 18 Apr Topic modelling (before LLMs)
- 17 Apr Logistic regression - the math behind it
- 11 Apr NLP coding basics (before LLMs)
- 30 Mar Machine Learning Theory
- 27 Mar A basic Markov model for NLP
- 26 Mar Complex numbers in python an OOP way