Senthilkumar Gopal | Musings of a machine learning researcher, engineer and leader

Mon 20 February 2023
Machine Learning

float16 precision conversion to Base64

This post discusses the different methods in Python for converting float16 or half-precision floats to base64 and vice versa to ensure lossless transmission of numpy array data.

Thu 12 January 2023
Math

review-of-p-value

This post describes a review of the basics regarding p-value

Tue 03 January 2023
Math

Review of Combinatorics

This post reviews the basics of combinatorics and specifically the difference between permutations, variations and combinations.

Wed 16 November 2022
Papers

Scientific paper review template

A template to capture notes and reviews of scientific research papers

Sat 04 June 2022
Math

Paradoxes in statistics

This post describes some of the well known paradoxes in statistics

Tue 19 April 2022
Security

Secure Constructor object for SnakeYAML

This post explores the pitfalls and steps to securely read an YAML file using SnakeYAML library

Sun 10 April 2022
NLP

NLP Glove Algorithm and further improvements on representation

A post detailing about the Glove algorithm, its variations and utilities and further improvements on word representation

Sun 20 March 2022
NLP

NLP Word2Vec Algorithm

A post detailing more about the Word2Vec algorithm, its variations and utilities

Wed 16 March 2022
NLP

Introduction to NLP and Word Vectors

A post about Introduction to NLP and basics of Word Vectors

Wed 19 January 2022
Math

Using Fermat’s little theorum for modular arithmetic

This post discusses Fermat’s little theorum and its usage in modular arithmetic

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