andriusbern
PhD student at LACDR/LIACS. Interested in applications of DNNs/RL in the life sciences domain.
Leiden UniversityLeiden, NL
Pinned Repositories
afp
Alignment-Free phylogenetic tree construction from .fasta sequence files
alphafold
Open source code for AlphaFold.
fasta-compression
Algorithm for compressing nucleotide sequence files
NaoRL
A Reinforcement Learning framework for the NAO robot
quadruped
Source code for raspberry pi based quadruped robot
RNAgent
RNA design tool that utilizes reinforcement learning
slam
Simultaneous Localization and Mapping in V-REP robotics simulator using LIDAR data.
stadium
A graphical interface for reinforcement learning and gym-based environments.
vinaGPU
Highly parallel molecular docking pipeline using Vina-GPU (dockerized) + AutoDock Vina CPU
PCMol
Multi-target de novo molecular generator conditioned on AlphaFold's latent protein embeddings.
andriusbern's Repositories
andriusbern/NaoRL
A Reinforcement Learning framework for the NAO robot
andriusbern/stadium
A graphical interface for reinforcement learning and gym-based environments.
andriusbern/vinaGPU
Highly parallel molecular docking pipeline using Vina-GPU (dockerized) + AutoDock Vina CPU
andriusbern/slam
Simultaneous Localization and Mapping in V-REP robotics simulator using LIDAR data.
andriusbern/RNAgent
RNA design tool that utilizes reinforcement learning
andriusbern/foldedPapyrus
andriusbern/quadruped
Source code for raspberry pi based quadruped robot
andriusbern/afp
Alignment-Free phylogenetic tree construction from .fasta sequence files
andriusbern/alphafold
Open source code for AlphaFold.
andriusbern/fasta-compression
Algorithm for compressing nucleotide sequence files
andriusbern/mlpy
An interactive GUI for a Multi Layer Perceptron
andriusbern/nn_midi_control
Trainable neural network based MIDI controller that maps audio spectrograms to desired midi output messages.