Sinz Lab

All

58 repositories

hlrn-access
Public
Onboarding to NHR/HLRN cluster usage
how-to
Shell
•0•0•0•0•Updated Sep 19, 2024Sep 19, 2024
nndichromacy
Public
Understanding color processing in vouse V1 using Deep Neural Networks. In collaboration with Katrin Franke and the BCM.
neuroscience deep-learning
Jupyter Notebook
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MIT License
•7•7•0•1•Updated Sep 3, 2024Sep 3, 2024
noise_correlation_vit
Public
Python
•0•0•0•0•Updated Aug 20, 2024Aug 20, 2024
sensorium
Public
Code base for the SENSORIUM competition.
benchmark visual-cortex neural-prediction neural-system-identification
Jupyter Notebook
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MIT License
•32•60•8•0•Updated Aug 8, 2024Aug 8, 2024
dsplotter
Public
Python
•0•0•0•0•Updated Jul 29, 2024Jul 29, 2024
nnidentify
Public
Neural System Identification with Deep Neural Networks
Jupyter Notebook
•0•0•0•0•Updated Jul 20, 2024Jul 20, 2024
mei
Public
Visualize features cells are responsive to via gradient ascent.
Python
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MIT License
•8•6•1•5•Updated Jul 16, 2024Jul 16, 2024
neuralpredictors
Public
Machine Learning Utils of Sinzlab
Jupyter Notebook
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MIT License
•44•26•9•1•Updated Jul 10, 2024Jul 10, 2024
sensorium_internal
Public
Code base for the SENSORIUM competition.
Jupyter Notebook
•32•0•0•0•Updated May 10, 2024May 10, 2024
nnvision
Public
Envisioning the biological visual system with deep neural networks.
Python
•9•3•2•2•Updated May 8, 2024May 8, 2024
nnfabrik
Public
A generalized model fitting pipeline that houses models, trainers, and datasets in datajoint and returns as well as stores trained models.
Jupyter Notebook
•23•17•17•3•Updated Apr 9, 2024Apr 9, 2024
datajoint-link
Public
database domain-driven-design clean-architecture datajoint
Python
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GNU General Public License v3.0
•2•2•3•0•Updated Mar 18, 2024Mar 18, 2024
platypose
Public
Official Implementation for "Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion Estimation"
human-pose-estimation motion-estimation pose-estimation probabilistic-models zero-shot-learning diffusion-models multi-hypothesis-pose-estimation
Jupyter Notebook
•0•11•0•0•Updated Mar 14, 2024Mar 14, 2024
energy-guided-diffusion
Public
🥚 EnerGy Guided Diffusion for optimizing neurally exciting images
optimization neuroscience guidance optimization-algorithms diffusion diffusion-models probabilistic-machine-learning insilico-stimuli
Jupyter Notebook
•2•6•0•0•Updated Dec 20, 2023Dec 20, 2023
nnsysident
Public
System identification with Deep Neural Networks
Jupyter Notebook
•2•1•0•1•Updated Nov 28, 2023Nov 28, 2023
neural-sampling-neurips2023
Public
Code for the paper Shrinivasan et al 2023, "Taking the Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system" published in NeurIPS 2023
Python
•1•0•1•0•Updated Oct 27, 2023Oct 27, 2023
phd-thesis-template-uni-tuebingen
Public
PhD thesis template for Uni Tübingen
TeX
•1•2•0•0•Updated Oct 14, 2023Oct 14, 2023
hlrn-slurm
Public
Python
•0•2•0•0•Updated Jul 20, 2023Jul 20, 2023
datascience_git_demo
Public
Python
•1•0•0•1•Updated Jun 5, 2023Jun 5, 2023
cGNF
Public
This is the official code for calibration in multi-hypothesis human pose estimation
machine-learning human-pose-estimation lifting pose-estimation 3d-pose-estimation graph-neural-networks probabilistic-machine-learning miscalibration probabilistic-pose-estimation mulit-hypothesis
Jupyter Notebook
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MIT License
•0•10•2•0•Updated May 30, 2023May 30, 2023
HARD
Public
Hard Augmentations for Robust Distillation
0•1•0•0•Updated May 24, 2023May 24, 2023
pytorch-singularity
Public
Roff
•4•2•0•1•Updated Apr 27, 2023Apr 27, 2023
lurz_bashiri_iclr2023
Public
Jupyter Notebook
•1•0•0•0•Updated Apr 4, 2023Apr 4, 2023
pytorch-docker
Public
Docker image for PyTorch based on nvidia/cuda images
Python
•8•15•0•0•Updated Feb 20, 2023Feb 20, 2023
insilico-stimuli
Public
A toolset for generating image stimuli for insilico experiments
Jupyter Notebook
•5•4•3•0•Updated Feb 1, 2023Feb 1, 2023
tue-slurm
Public
Utility for working with Uni Tübingen Slurm Cluster
Python
•4•0•0•1•Updated Dec 29, 2022Dec 29, 2022
cppn_for_invariances
Public
Official implementation of the paper "Learning Invariance Manifolds of Visual Sensory Neurons".
cppn disentanglement visual-cortex contrastive-learning neural-invariances invariance-manifold most-exciting-input
Jupyter Notebook
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MIT License
•1•0•1•0•Updated Dec 20, 2022Dec 20, 2022
propose
Public
PRObabilistic POSE estimation framework
Jupyter Notebook
•0•3•0•0•Updated Oct 20, 2022Oct 20, 2022
jinja-compose
Public
Docker compose extension with Jinja based templating support.
Python
•7•38•0•1•Updated Sep 21, 2022Sep 21, 2022
nntransfer
Public
Framework for transfer experiments. Builds on top of nnfabrik and neuralpredictors.
Python
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MIT License
•4•2•0•0•Updated Sep 9, 2022Sep 9, 2022