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Amol Pasarkar's Projects

cnmf_e icon cnmf_e

Constrained Nonnegative Matrix Factorization for microEndoscopic data

fastplotlib icon fastplotlib

Next-gen fast plotting library running on WGPU using the pygfx rendering engine

ffn icon ffn

Flood-Filling Networks for instance segmentation in 3d volumes.

funimag icon funimag

Compression, denoising and demixing of functional imaging recordings

localaggregation icon localaggregation

Tensorflow implementation for "Local Aggregation for Unsupervised Learning of Visual Embeddings"

localmd icon localmd

Accelerated local matrix decomposition for calcium imaging data

masknmf icon masknmf

Method for separating overlapping calcium imaging signals

napari-masknmf icon napari-masknmf

napari plugin for viewing and analyzing neuroimaging data (calcium, voltage, etc.)

noise2self icon noise2self

A framework for blind denoising with self-supervision.

pytorch_sparse icon pytorch_sparse

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

rlocalnmf icon rlocalnmf

New localNMF implementation with advanced background models and initialization options

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