maciejskorski Goto Github PK

improved_hypercontractivity

Hypercontractive Inequalities, discovered by Bonami, are convenient and useful results, that relate higher moments of Rademacher chaoses/boolean polynomials (hard to compute exactly) with respect to their variance (trivial to evaluate). This repository presents a new progress on improving numeric constants with a novel technique: tensor calculus.

java-autotests

The repo shows how to automate accessors and mutators tests with reflection, building a Java project with modern Gradle on GithubActions.

jitter-transfer

The paper and code explaining jitter transfer in ring oscillators.

jupyter-book-ghpages

A light docker supporting deploying jupyter-book to github pages, with dependencies.

kdar

Reproducible version of KDAR model

mermaid

Generation of diagram and flowchart from text in a similar manner as markdown

min-entropy_mc

evaluating min-entropy of Markov chains

missing_mass

Some new theoretical and empirical insights about missing mass problem

mixed-naivebayes

A flexible naive bayes model which handles mixed data types and submodels. Also introduces

mixed_naive_bayes

A flexible naive bayes model which handles mixed data types and submodels.

mixturedensitynetworks

Implementation of MDN (Bishop, 1994) with examples and discussions.

ml_examples

Machine Learning and DevOps code samples

mlflow

Open source platform for the machine learning lifecycle

motrng

nn_hessian_intialization

code on how to use hessians to intialize neural networks

nonobliviousrademacherprojections

The repo associated with the paper "Non-Oblivious Performance of Rademacher Random Embeddings"

open-pupilext

Tested version of the pupillometry platform "PupilEXT".

oscillatory_randomnumbergenerators

Results on security analysis of oscillator-based random number generators.

parkingmodelling

sample code that illustrates Gaussian process modelling

phdthesis

Source code and data of my PhD Thesis.

plantuml-docker

A minimal docker to run plantuml

poetry

Python dependency management and packaging made easy.

poetry-core

Poetry PEP 517 Build Backend & Core Utilities

pypupilext

python-eyelinkparser

A parser for EyeLink data files, built on python-datamatrix. The code base is by Mathot, this fork makes it a proper, tested and runnable package.

rnn

code examples for recurrent neural networks

scipy

SciPy library main repository

software_engineering

Educational materials for my class "software engineering" (University of Warsaw, 2023)

sqlfluff-lineage

The repository shows how to use the sqlfluff parser to obtain the table lineage on complex ClickHouse queries.

statsmodels

Statsmodels: statistical modeling and econometrics in Python