Malte Esders's repositories
robotic_nanofabrication
Code for the paper "Autonomous robotic nanofabrication with reinforcement learning"
uncommitted-changes-sync
Syncs uncommitted git changes with a remote repository
gridsearch_helper
Some helper scripts to facilitate gridsearches on a compute cluster with a grid engine.
explaining
Trying to explain classification decisions of artificial neural networks
Layerwise-Relevance-Propagation-for-LSTMs
Tensorflow 2.1 implementation of LRP for LSTMs
malis_large_volumes
Computing MALIS pair counts with lower memory usage
unsupervised_learning_lecture
An introductory lecture on unsupervised Machine Learning
baselines-rudder
RUDDER for ATARI games with delayed rewards in OpenAI Baselines package
borg
Deduplicating archiver with compression and authenticated encryption.
contraction_timer
Childbirth Contraction Timer
InhibitoryPlasticity
Finding inhibitory plasticity rules to regulate inhibitory firing
LRP_for_LSTM
Layer-wise Relevance Propagation (LRP) for LSTMs
pdbpp
pdb++, a drop-in replacement for pdb (the Python debugger)
schnetpack
SchNetPack - Deep Neural Networks for Atomistic Systems
scikit-learn
scikit-learn: machine learning in Python
scipy
Scipy library main repository
Theano
Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.
zwatershed
Cython functions for fast watersheds and segmentation metrics