Recent Posts
Proof-of-Work and Proof-of-Stake
2023-05-10 blockchain
The purpose of this notebook is to look at proof of work blockchain and proof of stake blockchain in a very primitive manner. We start with defining ... Read More
Gaussian Process Classification
2022-09-18 Classification Kernel
In this notebook I will be trying to fit a Gaussian Process classification from scratch on very simple simulated data. I will use the laplacian, ... Read More
Dependent Gaussian Processes
2022-06-30 Kernel
Dependent Gaussian Processes In this workbook, I am going to reproduce the work of Phillip Boyle and Marcus Frean Dependent Gaussian Processes. I will ... Read More
Neural Networks for Insurance Pricing
2022-04-11 Model Neural Network Insurance
In this notebook we will be looking at a typicall insurance pricing data set and test GLM and NN models. A typical assumption is that the repsone is ... Read More
Generalized Linear Models
2022-03-02 Model
In this notebook, I am going to note down elements of generalized linear models (GLM). GLMs come from the exponential family where a response $y$ has ... Read More