Black Scholes Model with Stock Simulation The article explores the use of geometric Brownian Motion (GBM) to simulate the price of stocks. The concept naturally extends to the Black-Scholes-Merton (BSM) model which is widely used to estimate 2021-07-17 Quantitative Finance Quant Finance Capital market Stock Option Modelling
Generating Pokemon with Deep Convolutional GANs Generative Adversarial Networks (GANs) are one of the most interesting ideas in computer science today. Two models are trained simultaneously by an adversarial process. A generator learns to create im 2020-05-06 Machine Learning Node.js Javascript Python TensorFlow Machine learning GANs
Virus Simulation with Quadtree Implementation in Javascript The outbreak of the respiratory virus in China has caused an unprecedented global response over the past few months. The spread of a virus can be affected by several factors such as the extent of soci 2020-03-24 Others Node.js Javascript Processing Data analysis
Autonomous Robot Navigation Using Computer Vision Autonomous navigation is widely used in robotics or any other mobile device as the ability to navigate in their environment is crucial for safe and successful operations. Computer vision is one of the 2020-03-02 Computer Vision OpenCV IoT Computer vision Control
Principles By Ray Dalio: Short Summary In Principles, Ray Dalio lays down the rules and frameworks he uses to navigate his life. The book explores truth-seeking, decision-making, and the implementation of systems to achieve success. Afterw 2021-10-13 Notes Coding
A Short Summary on Clean Code This blog post summarizes the guidelines and best practices for writing high-quality code from the book Clean Code by Robert C. Martin. Download the PDF version of the book here. 2021-10-12 Notes Coding Programming Java
Granger Causality and Hypothesis Testing This is the reading notes on Introduction to Modern Time Series Analysis by by G. Kirchgässner and Jürgen Wolters. This is done as a preparatory work for the project on detecting causal structure in t 2021-07-19 Notes Cambridge Engineering Information Time series
Yield Curve Construction and Analysis A yield curve is a line that plots yields (interest rates) of bonds having equal credit quality but differing maturity dates. In this article, we survey a selection of the interpolation algorithms tha 2021-07-17 Quantitative Finance Quant Finance Capital market Bond
Part IIA Engineering Tripos Revision Notes This is the revision notes for Part IIA of the Engineering Tripos at the University of Cambridge. The modules taken are part of Information and Computer Engineering, Electrical and Information Science 2021-07-16 Notes Cambridge Engineering Information Computer
Optical Bouncer - AR Game Made for Browser Augmented reality (AR) is an interactive experience of a real-world environment where the objects that reside in the real world are enhanced by computer-generated perceptual information. This simple g 2020-03-30 Computer Vision Computer vision Node.js Javascript Matter.js AR