Roland Zimmermann's repositories
mask-rcnn-edge-agreement-loss
Reference implementation of "Faster Training of Mask R-CNN by Focusing on Instance Boundaries"
attention-is-all-you-need-keras
Implementation of the Transformer architecture described by Vaswani et al. in "Attention Is All You Need"
show-attend-and-tell-keras
Keras implementation of the "Show, Attend and Tell" paper
vggvox-pytorch
Implementation of the VGGVox network in PyTorch.
lidar-viewer
Point cloud viewer with surface reconstruction for LIDAR data using OpenGL.
neural-network-gui
A lightweight GUI to create neural network architectures.
spiking-bayesian-networks
Implementation of the paper Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints by Habenschuss et al.
rcp_spatio_temporal
Prediction spatio-temporal dynamics using Reservoir Computing
numerical-lib
Implementation of various different numerical methods for solving PDEs. Furthermore, solutions of more complex scenarios of heat transform are examined.
volume-mixer-plus
Improves the default Windows Volume Mixer to allows one to change the default playback device by using shortcuts.
emomatch-pytorch
Unsupervised Audio + Video Network Pretraining using PyTorch
mathematica-error-propagation
Automates the error propagation of physical results
tf_keras_attention
Implementation and demonstration of how to apply 2D Gaussian Attention with Keras/TensorFlow
data-viewer
Utility tool to inspect various data formats to verify data integrity in machine learning
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
hickle
a HDF5-based python pickle replacement
matplotlib
matplotlib: plotting with Python
models
Models and examples built with TensorFlow
xnes
Implementation of "Exponential Natural Evolution Strategies" (xNES) https://arxiv.org/abs/1106.4487