NerDS Lab :: Neural Data Science Lab (@nerdslab)
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Top repositories

1

bgrl

PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)
Python
79
star
2

PyHiWA

Alignment between clustered datasets via hierarchical Wasserstein distance
Jupyter Notebook
38
star
3

myow

PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction
Python
31
star
4

latentOT

Latent optimal transport (LOT) for low rank transport and clustering
Jupyter Notebook
20
star
5

halfhop

Official Implementation of Half-Hop
Python
18
star
6

SwapVAE

PyTorch implementation of Swap-VAE: A self-supervised approach for generating neural activity
Python
13
star
7

EIT

PyTorch implementation of "Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers" (NeurIPS 2022)
Python
12
star
8

bams

PyTorch implementation of BAMS (https://multiscale-behavior.github.io/)
Jupyter Notebook
9
star
9

xbrain-dvid

Methods for segmentation and cell detection from X-ray datasets
4
star
10

xray-thc

x-ray microCT dataset from a thalamocortical section of mouse brain
Jupyter Notebook
4
star
11

SEED

sparse self-expressive decompositions
MATLAB
4
star
12

DAD

Distribution Alignment Decoder
Jupyter Notebook
4
star
13

deepbraindisco

Discovery of microarchitecture in brain imagery with deep learning
Jupyter Notebook
4
star
14

GAFormer

4
star
15

xbrain

methods for segmenting large 3D brain image volumes
Python
3
star
16

myow-neuro

PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction
Python
3
star
17

HandsOnTech

Introduction to image processing and style transfer
Jupyter Notebook
2
star
18

lolcat

Code for "Transcriptomic cell type structures in vivo neuronal activity across multiple time scales"
Python
2
star
19

LatentDR

PyTorch implementation of LatentDR
2
star
20

celldetect

2D and 3D cell detection using sparse approximation
MATLAB
1
star
21

oasis

subset selection methods for large-scale kernel learning
MATLAB
1
star
22

bams_interactive_vis

Interactive visualization tool for keypoint data
Python
1
star
23

augmentation-theory

Jupyter Notebook
1
star