Algorithmic trading application for use with Interactive Brokers
Materials for Probability Theory and Modelling
Python implementation of Stochastic Variational Inference for LDA
Gaussian processes (GPs) are a good choice for function approximation as they are flexible, robust to over-fitting, and provide well-calibrated predictive uncertainty. Deep Gaussian processes (DGPs) are multi-layer generalisations of GPs, but inference in these models has proved challenging. Existing approaches to inference in DGP models assume …
Python scripts to run PLS (Physical Layer Security) simulations using Cooperative Jamming techniques in V2X networks.
Numerical simulation and theoretical analysis of Galton-Watson branching processes in Julia, covering extinction probabilities, phase transitions, carrying capacity constraints, and multi-type population dynamics.
Solutions for the "Higher Mathematics IV - Stochastics for Engineers" course
Distributions is a web service for showing graphs of different probability distributions.
Interaktive Stochastik-Visualisierung des Geburtstagsparadoxons mit theoretischer Berechnung und Monte-Carlo-Simulation.
Statistical quality control is a web service for calculating sampling plans for statistical quality control.
Personal repository consisting of fundamental concepts of different branches of mathematics and statistics.
Computationally verifying Berry-Esseen rates for sparse random d-regular graphs
Markov chain simulation is a web service for simulating markov chains.
Repository for the development of the stochastics library.
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