Mathematics

Hyperparameter Tuning

Tuning hyperparameters of the random forest trading strategy with R.

Kernel Density Estimation with R and Python

With a focus on interfacing R and Python.

Introduction to Fourier Analysis

Mathematician-friendly introduction to Fourier analysis. COMING SOON

Neural Networks: Universal Approximation

Visualisation of the concept of universal approximation. COMING SOON

Programming

Downloading Data on Directors' Dealings

R implementation of automatic downloading capabilities for stock insider dealings.

An R callable C++ Library Seed

Minimal working example of a C++ library with an R interface.

Git Server on Raspberry Pi

Tutorial on how to set up a Git server on the Raspberry Pi.

My First Android App

Introducing a small game project for Android.

Implementing Technical Indicators: Tools

Collection of basic R tools for calculating and plotting of technical indicators.

Implementing Technical Indicators: ADX

R implementation of the average directional index.

Implementing Technical Indicators: ATR

R implementation of the average true range indicator.

Implementing Technical Indicators: BOL

R implementation of Bollinger bands.

Implementing Technical Indicators: ROC

R implementation of the rate of change indicator.

Implementing Technical Indicators: STO

R implementation of the rate of the stochastic oscillator.

Implementing Technical Indicators: XMA

R implementation of the crossing moving averages strategy.

Implementing Technical Indicators: 4WR

R implementation of the four weeks rule strategy.

Finance

Directors' Dealings: Some Examples

A few plots on company executives' insider trades.

Technical Indicators: Identify Key Drivers

Using explainable AI and game theory to identify driving technical indicators.COMING SOON

A Random Forest based Trading Strategy

Presentation of a long-short trading strategy based on machine learning.

Technical Indicators: An Introduction

Introduction to technical indicators and application to a German small cap.