Introduction Most of my write ups emanate from stuff i do on a daily and curiosity leads me to explore.I was working on an implementation of multiple polynomial regression recently, I encountered ...

This post was originally published on the Innova official blog. Introduction. While reading Anthony Shaw’s CPython Internals to initially to understand concurrency and parallelism from the perspe...

From Raw Text to Intelligent Querying Introduction. I was exploring ways to implement memory in an LLM-powered REST API integration. The assistant’s role was to interpret a grid of numbers — most...

This post was originally published on the Innova official blog. Last time we explored Automatic differentiation we looked at forward mode Automatic Differentiation.The derivatives were computed by...

This post was originally published on the Innova official blog. Have you ever wondered why options prices can vary so much, even when the underlying asset’s price hasn’t changed? The answer lies i...

Introduction This write up is on notes the paper What makes an asset useful by Dr. Yves-Laurent Kom Samoa and Dr. Dieter Hendricks ,The author introduces new methodologies on how to determine whic...

Non linear Least Squares This post was originally published on the Innova official blog. Nonlinear least squares regression extends linear least squares regression for use with a much larger and ...

Application of the BFGS method to the Nelson Sigel Svensson Model for Kenyan Yield Curve Fitting This post was originally published on the Innova official blog. 1.) Introduction. Optimization me...

A case study of predicting the prices of Equity Bank Kenya This post was originally published on the Innova official blog. 1.) Introduction Prediction or forecast is a statement about a future ev...

1. Introduction At the heart of Decision Science lies the pivotal concept of Optimization, a critical tool for analysis and forecasting in various domains, especially in the domain of financial ma...