atzberg

BlenderProc

A procedural Blender pipeline for photorealistic training image generation

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gmls-nets

PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential operators, PDEs, and other features.

jupyter-intro-xfel-jan17

Introduction to Jupyter Notebook

lammps_for_mlmod

Public development project of the LAMMPS MD software package

mango-selm

Simulation methods for particle systems, materials, and complex fluids with fluctuating hydrodynamics approaches (stochastic immersed boundary methods, stochastic eulerian-lagrangian methods) [interfaces with LAMMPS MD package]

mlmod

Machine learning package for data-driven modeling and simulation of particle systems, materials, and complex fluids (interfaces with LAMMPS MD package)

nvidia-docker

Build and run Docker containers leveraging NVIDIA GPUs

gd-vae

Geometric Dynamic Variational Autoencoders (GD-VAEs) for learning embedding maps for nonlinear dynamics into general latent spaces. This includes methods for standard latent spaces or manifold latent spaces with specified geometry and topology. The manifold latent spaces can be based on analytic expressions or general point cloud representations.

atzberg/gmls-nets

PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential operators, PDEs, and other features.

atzberg/mango-selm

Simulation methods for particle systems, materials, and complex fluids with fluctuating hydrodynamics approaches (stochastic immersed boundary methods, stochastic eulerian-lagrangian methods) [interfaces with LAMMPS MD package]

atzberg/mlmod

Machine learning package for data-driven modeling and simulation of particle systems, materials, and complex fluids (interfaces with LAMMPS MD package)

atzberg/BlenderProc

A procedural Blender pipeline for photorealistic training image generation

atzberg/dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

atzberg/ganhacks

starter from "How to Train a GAN?" at NIPS2016

atzberg/jupyter-intro-xfel-jan17

Introduction to Jupyter Notebook

atzberg/lammps_for_mlmod

Public development project of the LAMMPS MD software package

atzberg/nvidia-docker

Build and run Docker containers leveraging NVIDIA GPUs

atzberg/pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

atzberg/staticlib_pimpl

Staticlibs PIMPL library

atzberg/SWAMPE

2D spectral-core shallow-water exoplanet atmosphere model

atzberg/test2

Just testing...

atzberg/tmp

Temporary repo just for testing various things on github.

atzberg/vim-regedit