pavolbauer
Senior AI Engineer and Squad Lead at T-Systems. Previously at LIN Magdeburg, DZNE Bonn and Uppsala University.
T-Systems InternationalMagdeburg, Germany
Pinned Repositories
VAME
Variational Animal Motion Embedding - A tool for time series embedding and clustering
closed-loop-lfp
Closed-loop control of measured LFP bands using optogenetic stimulation
ix_kubeflow_tutorial
Accompanying code for the iX magazine tutorial on Kubeflow
lgca
A Matlab/CUDA based simulation of infectious contacts using a Lattice Gas Cellular Automaton
lindoscope-2021
Course content for the lindoscope data analysis labs
nsga2
Non Sorting Genetic Algorithm II
paem
Stochastic Reaction-Diffusion Models for benchmarking of the AEM solver
uq_hiv
Bayesian parameter estimation in a model of HIV disease dynamics
aifoundation-docs
Documentation for the T-Systems AI Foundation LLM and RAG services
urdme
Stochastic reaction-diffusion simulation on unstructured meshes.
pavolbauer's Repositories
pavolbauer/nsga2
Non Sorting Genetic Algorithm II
pavolbauer/lindoscope-2021
Course content for the lindoscope data analysis labs
pavolbauer/closed-loop-lfp
Closed-loop control of measured LFP bands using optogenetic stimulation
pavolbauer/paem
Stochastic Reaction-Diffusion Models for benchmarking of the AEM solver
pavolbauer/uq_hiv
Bayesian parameter estimation in a model of HIV disease dynamics
pavolbauer/CaImAn
Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.
pavolbauer/calcium_group_comparison
Statistical testing of neural population responses between two groups of animals
pavolbauer/cloud-insight
pavolbauer/GLMspiketraintutorial_python
pavolbauer/ising
Two-dimensional square-lattice Ising Model solved by Metropolis sampling
pavolbauer/ix_kubeflow_tutorial
Accompanying code for the iX magazine tutorial on Kubeflow
pavolbauer/lgca
A Matlab/CUDA based simulation of infectious contacts using a Lattice Gas Cellular Automaton
pavolbauer/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
pavolbauer/katib
Repository for hyperparameter tuning
pavolbauer/kubeflow-evidently
pavolbauer/latent_dynamics_workshop
Exercises and examples for the latent dynamics workshop
pavolbauer/lfads-torch
A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
pavolbauer/neural-data-transformers
pavolbauer/Neural_Decoding
A python package that includes many methods for decoding neural activity
pavolbauer/patternsearch
An R-based implementation of the Pattern Search optimization algorithm
pavolbauer/pose2sim
Markerless kinematics, from OpenPose to OpenSim
pavolbauer/pytorch-softdtw-cuda
Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch using Numba
pavolbauer/restaurant_dynamics
Restaurant Business Dynamics Simulation (ArgeSim comparison C16)
pavolbauer/spark_cme
Distributed numerical solution of the Chemical Master Equation using Apache Spark
pavolbauer/statml_report
Statistical Machine Learning miniproject, testing Random Forest and Boosting
pavolbauer/tensortools
A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA