Code base for "Generalization in data-driven models of primary visual cortex", Lurz et al. 2020
Machine Learning Utils of Sinzlab
A generalized model fitting pipeline that houses models, trainers, and datasets in datajoint and returns as well as stores trained models.
Docker image for PyTorch based on nvidia/cuda images
Utility for working with Uni Tübingen Slurm Cluster
MySQL Administration Notes
MySQL database backup scripting
Lucid library adapted for PyTorch
Docker compose extension with Jinja based templating support.
Code for the NIPS 2018 paper: "Stimulus domain transfer in recurrent models for large scale cortical population prediction on video"
A collection of Docker usage examples
Collection of introductory study material for people who are interested to answer causal questions in the field of neuroscience.
A collection of notebooks demoing DataJoint features
Development of new unified docker container (WIP)
Docker image used for CIN cluster
Network elements for system identification
Lecture notes for essential mathematics for neuroscience lecture held at the Graduate School for Neural and Behavioural Sciences in Tübingen with Jakob Macke and Philipp Lies.
Template to start a project with python, docker, datajoint, and jupyter notebook.