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cnn-sys-ident

Neural system identification with CNNs

controversial_stimuli_tutorial

A PyTorch tutorial on synthesizing controversial stimuli for ImageNet classifiers

datajoint-python

Relational data pipelines for the science lab

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

docker

docker-stacks

Ready-to-run Docker images containing Jupyter applications

domino

insilico-stimuli

A toolset for generating image stimuli for insilico experiments

instruct-pix2pix

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

llava

Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.

meerkat

Flexible data structures for complex machine learning datasets.

mei

Visualize features cells are responsive to via gradient ascent.

most-discriminative-stimuli

Code for Burg et al. ICLR (2024): Most discriminative stimuli for functional cell type identification https://openreview.net/forum?id=9W6KaAcYlr

neuralpredictors

Machine Learning Utils of Sinzlab

nndichromacy

Project reposity for mouse color MEIs, in collaboration with Katrin Franke and the BCM.

nnfabrik

A generalized model fitting pipeline that houses models, trainers, and datasets in datajoint and returns as well as stores trained models.

nnvision

Envisioning the biological visual system with deep neural networks. Project repo of Konsti.

ptrnets

Collection of pretrained networks in pytorch readily available for transfer learning tasks (e.g. neural system identification)

pytorch-singularity

sensorium

Code base for the SENSORIUM competition.