Barbara Leidens's repositories
unemployment-rate-ARMA
Modeling of the Brazilian unemployment rate using double-bounded Autoregressive Moving Average Models (ARMA, KARMA, and βARMA)
image-classifier
Final project for the AI Programming with Python Nanodegree from Udacity, during the AWS AI & ML Scholarship Program winter cohort in 2023
tutor-gpt
LangChain LLM application. Dynamic few-shot metaprompting for theory-of-mind-powered tutoring.
MathLogicLabs
машины Тьюринга a нормальные алгорифмы Маркова
LibreHardwareMonitor
Libre Hardware Monitor, home of the fork of Open Hardware Monitor
DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Efficient-Apriori
An efficient Python implementation of the Apriori algorithm.
finetune
Scikit-learn style model finetuning for NLP
Cains-Jawbone
An analysis of the Cain's Jawbone murder mystery puzzle using data science methods.
Flocking
The Flocking Boids Simulation is an intriguing and visually captivating project that mimics the mesmerizing behavior of birds flocking together. By emulating the natural instincts and movement patterns of birds, this simulation provides a fascinating insight into the principles of collective behavior and emergent properties.
wikipedia2vec
A tool for learning vector representations of words and entities from Wikipedia
seqHMM
Multivariate and Multichannel Discrete Hidden Markov Models for Categorical Sequences
rrn-population-decoding
Code to run simulations and generate figures for "Randomly connected networks generate emergent selectivity and predict decoding properties of large populations of neurons"
wikipedia-data-science
Working with and analyzing Wikipedia Data
PhaseTransition
A 2d particle simulator with good physics and visualization. Emergent properties like solid, liquid and gaseous-like states of matter appear. (60k+ Youtube views, >99% like/dislike ratio)
girth
An Item Response Theory Package for Python
Projection_Analysis
Projection of n dimensional data through a selected plane
MinkowskiReduction.jl
Lattice reduction in three dimensions
dyn_v
визуализация динамических систем
patroni-etcd-postgres-ha
Example for setting up highly available Postgres cluster, using ETCD and Patroni.
stochastic_resonance
Stochastic Resonance in Neurochaos Learning
MinkowskiMahalanobis
This repo includes Minkowski and Mahalanobis distance implementation without using any data mining or linear algebra libraries. It also has covariance matrix implementation, which can be handy as well.
rpi-vk-driver
VK driver for the Raspberry Pi (Broadcom Videocore IV)
MarkovChain
В репозитории находится реализация цепей Маркова.
tensor-on-pi
Scripts needed to build and deploy Tensorflow and Jupyter notebooks on a Raspberry PI K8s cluster
particle-game-of-life
Particle simulation that depicts the emergent property of the universe. Inspired by Conway's Game of Life. https://gerizim16.github.io/particle-game-of-life/