PinnedMachine Learning , GEN AI, LLMs explainedTic-Tac-Toe Game — Minimax Algorithm, Alpha, Beta Tree PruningIn this post we will explore the game theory concepts of Mini-max algo through programming.Aug 23Aug 23
PinnedMachine Learning , GEN AI, LLMs explainedVariational Auto Encoders , ELBO — mathematical IntuitionIn this exercise, we derive the mathematical formulation of the varaiation auto encoder model and show the ELBO step (Evidence Lower bound…Jan 24Jan 24
PinnedMachine Learning , GEN AI, LLMs explainedBinary Cross entropy loss, derivation from Binomial Distribution and Bernoulli distributionIn this exercise we discuss about the Binomial distribution, Bernoulli distribution and the relation to the cross entropy loss in the case…Jan 23Jan 23
PinnedMachine Learning , GEN AI, LLMs explainedAbstractive Summarization using OPENAI GPT — 2Here we will discuss how to use OPEN AI GPT-2 model to generate Abstractive Summaries using the hugging face libraryJun 14, 20231Jun 14, 20231
Machine Learning , GEN AI, LLMs explainedLatent Dirichlet Allocation — Easy Intuition with MathOct 25, 2023Oct 25, 2023
Machine Learning , GEN AI, LLMs explainedVariational Inference — Easy Intuition with MathHere x is an observed variable and z is a latent variable . When we wish to compute p(z/x)Oct 18, 2023Oct 18, 2023
Machine Learning , GEN AI, LLMs explainedLatent Dirichlet Allocation — ExplainedHere I will explain the important aspects discussed in the LDA paper from David M. Blei, Andrew Y. Ng, Michael I. JordanOct 2, 2023Oct 2, 2023
Machine Learning , GEN AI, LLMs explainedBias and Variance in machine learningIn Machine learning we aim to learn complex patterns in data.Sep 22, 2023Sep 22, 2023