Oliver K. Ernst's repositories
cmake_cpp_pybind11_tutorial
Tutorial for wrapping C++ library into Python using pybind11 and CMake
cpp_doxygen_sphinx
Tutorial for a C++ Doxygen CMake Sphinx Breathe Pipeline
Total-Variation-Regularization-Derivative-Python
Differentiate noisy signals with total variational regularization in Python and Mathematica
export-safari-reading-list
Export Safari reading list to JSON or CSV
tsmixer-pytorch
TSMixer in PyTorch
dash-annotate-cv
Dash components for computer vision annotation tasks
convolution-calculator
Convolution calculator for CNNs
jekyll-theme-youya
YĹŤuyÇŽ is an elegant Jekyll portfolio theme
pytorch-cpp-metal-tutorial
Tutorial for (PyTorch) + (C++) + (Metal shader)
physics-based-ml-reaction-networks
Code for paper "Physics-based machine learning for modeling IP3 induced calcium oscillations" - DOI: 10.5281/zenodo.4839127
sphinx_autodoc_tutorial
Sphinx tutorial for documenting Python packages
house-of-reps
Python package to model apportionment in house of representatives
python_prob_pca_tutorial
Tutorial for probabilistic PCA in Python and Mathematica
DynamicBoltzmann
Dynamic Boltzmann Machine for Lattice Chemical Kinetics
chamfer-viz
Visualization of Chamfer distance between point clouds using Dash app
diff-pytorch
Diffusion model in PyTorch
DyBoltzReducedModelsPaper
Code for paper: J. Chem. Phys. 149, 034107 (2018) (arXiv:1803.01063)
DynamicBoltzmannPaper
Code used in arXiv:1808.08630
ggm-inversion
Numerical inversion of precision matrix in Gaussian graphical model
gillespie-cpp
Simple as it gets Gillespie library in C++, as a stepping stone for your own Gillespie codes
medium-to-markdown
Helpers to parse your data downloaded from Medium into markdown
mot-linearity
MOT stats and linear analysis
pytorch-cpp-tutorial
Tutorial for Python package calling a custom PyTorch C++ module
ReducedLotkaVolterra
Code used in paper "Deep Learning Moment Closure Approximations using Dynamic Boltzmann Distributions" arXiv 1905.12122
tf-constrained-gauss
Estimating constrained precision matrices using TensorFlow
whats-my-vote-worth
What's my vote worth? Your state's voting power in the electoral college.