GStechschulte

filterjax

Bayesian filters and smoothers in JAX.

books-with-code

A repository containing the code for exercises and figures from various books.

wake_effect

Network analysis as a proxy for wake effects and wind farm design

algorithms-optimization

Code for the book "Algorithms for Optimization"

arviz

Exploratory analysis of Bayesian models with Python

bambi

BAyesian Model-Building Interface (Bambi) in Python.

blackjax

BlackJAX is a sampling library designed for ease of use, speed and modularity.

environment-sensing

Collect and store environment data from the sense hat sensor connected to a reComputer J1010 single-board computer.

go-interpreter

Code for "Writing an Interpreter in Go" by Thorsten Ball

tinydb

Writing a lightweight log-structured-merge (LSM) storage engine from scratch

1brc-go

The 1BRC (one billion row challenge) in Go.

arxiv_mongo

Inserting arXiv data into MongoDB and writing queries to perform a simple analysis

autodidact

Applied Statistics, Linear Algebra, Science and Technology through trial and error in programming

BART

BART experiments

bartz

A JAX implementation of BART (Bayesian Additive Regression Trees)

Bayesian_Returns

Using Bayesian inference to incorporate a forward looking prior to compute the uncertainty of equity returns and volatility.

bayeux

State of the art inference for your bayesian models.

botorch

Bayesian optimization in PyTorch

dynamax

State Space Models library in JAX

edge-computing

Using Rust and OpenCV on the reComputer J10110 to perform object tracking using a Kalman Filter

effective-c

Code for the book "Effective C: An Introduction to Professional Programming"

energy-efficiency

Code, works in progress, and supplemental information related to my master's thesis

formulae

Formulas for mixed-effects models in Python

GStechschulte

gstechschulte.github.io

With Quarto

numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

pymc-bart

sampling-book

Tutorials and sampling algorithm comparisons

surrogate-posteriors

Optimize a black-box function with a variety of probabilistic surrogate models.

VictoriaMetrics

VictoriaMetrics: fast, cost-effective monitoring solution and time series database