Index

Welcome to my Digital Garden

Probability and Statistics

Bayes Theorem Blog Series

• 1. What is a Bayes' Theorem - (Part 1, Bayes' Theorem)
• 2. How to apply Bayes Theorem to update belief
• 3. Coding the Bayesian Update
• 4. Missing half in the Bayes' Theorem
• 5. Coding the Parallel Bayesian Update

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Flute

Flute

About playing flute

• Alankars
• Tips for playing flute
• Song notations

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Classical music

Classical-music

• Raaga megh bandish - prabala dala - sooltaal

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Machine Learning

Machine Learning

Contains snippets, and practices for machine learning as of now.

• Getting current accelerator device easy snippet:
  

  Crossplatform code of getting default accerator in pytorch

  import torch
  device = torch.accelerator.current_accelerator() or torch.device("cpu")

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• Initializing Lazy Layers in Pytorch
• Conventions when using pytorch for machine learning

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Miscellaneous

Life Hacks

• Laws of using AI
• Keep phones hidden to avoid distraction

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Zettelkasten

Zettelkasten

Principle of Maximum Entropy
Cromwell's rule

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