Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: deconvolution

elgw/deconwolf

Deconvolution of widefield microscopy images and generation of point spread functions

Language: C - Size: 2.84 MB - Last synced: about 11 hours ago - Pushed: about 15 hours ago - Stars: 9 - Forks: 0

WireCell/wire-cell-toolkit Fork of brettviren/wire-cell-toolkit

Toolkit for Liquid Argon TPC Simulation and Reconstruction

Language: C++ - Size: 51.3 MB - Last synced: about 21 hours ago - Pushed: about 21 hours ago - Stars: 7 - Forks: 19

eurunuela/phd

A website version of my PhD dissertation.

Language: JavaScript - Size: 228 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 1 - Forks: 0

neurogenomics/CHAS

Cell type-specific Histone Acetylation Score

Language: R - Size: 163 MB - Last synced: 5 days ago - Pushed: 9 months ago - Stars: 3 - Forks: 1

yymao/abundancematching

A Python package for subhalo abundance matching (SHAM) with scatter.

Language: Python - Size: 36.1 KB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 5 - Forks: 0

flatironinstitute/CaImAn

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

Language: Python - Size: 563 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 604 - Forks: 355

HelmchenLabSoftware/Cascade

Calibrated inference of spiking from calcium ΔF/F data using deep networks

Language: Jupyter Notebook - Size: 247 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 99 - Forks: 28

danilexn/deCU

Fluorescence microscopy deconvolution scripts, using CUDA. DeltaVision and Zeiss Spinning-Disk formats supported.

Language: Python - Size: 150 MB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 0 - Forks: 0

LieberInstitute/TREG

Tools for finding Total RNA Expression Genes in single nucleus RNA-seq data

Language: R - Size: 22.7 MB - Last synced: 11 days ago - Pushed: 12 days ago - Stars: 4 - Forks: 2

LieberInstitute/DeconvoBuddies

Helper Functions for LIBD Deconvolution

Language: R - Size: 47.3 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 2 - Forks: 1

NathanSkene/EWCE

Expression Weighted Celltype Enrichment. See the package website for up-to-date instructions on usage.

Language: R - Size: 35.2 MB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 51 - Forks: 24

KevinMenden/scaden

Deep Learning based cell composition analysis with Scaden.

Language: Python - Size: 1.08 MB - Last synced: 12 days ago - Pushed: almost 3 years ago - Stars: 68 - Forks: 24

purbayankar/DeepDeconvResUNet

Landslide segmentation using Deep Deconvolutional Residual UNet

Language: Jupyter Notebook - Size: 144 KB - Last synced: 14 days ago - Pushed: over 3 years ago - Stars: 9 - Forks: 2

unfoldtoolbox/Unfold.jl

Neuroimaging (EEG, fMRI, pupil ...) regression analysis in Julia

Language: Julia - Size: 80.1 MB - Last synced: 13 days ago - Pushed: 15 days ago - Stars: 39 - Forks: 8

CompEpigen/methylbert

A Transformer-based model for read-level DNA methylation pattern identification and tumour deconvolution

Language: Jupyter Notebook - Size: 2.95 MB - Last synced: 12 days ago - Pushed: 15 days ago - Stars: 9 - Forks: 0

diegommcc/SpatialDDLS

Deconvolution of spatial transcriptomics data based on Deep Learning

Language: R - Size: 131 MB - Last synced: 16 days ago - Pushed: 19 days ago - Stars: 2 - Forks: 1

denniepatton/Keraon

As a tool for cancer subtype prediction, Keraon uses features derived from cell-free DNA (cfDNA) in conjunction with PDX reference models to perform both classification and heterogenous phenotype fraction estimation.

Language: Python - Size: 1.84 MB - Last synced: 18 days ago - Pushed: 19 days ago - Stars: 3 - Forks: 2

zhampel/pyunfold Fork of jrbourbeau/pyunfold

Iterative unfolding in Python

Language: Python - Size: 2.56 MB - Last synced: 21 days ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0

dmyTRUEk/deconvolution-rs

Language: Rust - Size: 208 KB - Last synced: 21 days ago - Pushed: 22 days ago - Stars: 0 - Forks: 0

alcarbone/S5P_SISR_Toolbox

Sentinel-5P Single-Image Super-Resolution Toolbox

Language: Python - Size: 247 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 1 - Forks: 0

roflmaostc/DeconvOptim.jl

A multi-dimensional, high performance deconvolution framework written in Julia Lang for CPUs and GPUs.

Language: Julia - Size: 20.8 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 53 - Forks: 6

Sawera557/Image_Processing_with_OpenCV

This repo is a intermediate to advance level Image processing code examples and guide with open cv in python

Language: Jupyter Notebook - Size: 5.27 MB - Last synced: 26 days ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

jolideco/jolideco

A Python package for Poisson joint likelihood deconvolution

Language: Python - Size: 4.04 MB - Last synced: 21 days ago - Pushed: about 2 months ago - Stars: 1 - Forks: 1

digitalcytometry/ecotyper

EcoTyper is a machine learning framework for large-scale identification of cell states and cellular ecosystems from gene expression data.

Language: R - Size: 663 MB - Last synced: 27 days ago - Pushed: about 2 months ago - Stars: 151 - Forks: 38

roberts-farm-of-ideas/4

It is possible to predict the spectrum of e.g. a nucleobase in a nucleoside-nucleobase conversion.

Size: 4.38 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

roberts-farm-of-ideas/10

compare two-point UV/Vis spectroscopy read-out with spectral unmixing

Size: 4.32 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

horizon-research/systolic-array-dataflow-optimizer

A general framework for optimizing DNN dataflow on systolic array

Language: Python - Size: 61.5 KB - Last synced: 27 days ago - Pushed: over 3 years ago - Stars: 29 - Forks: 9

takushim/momomagick

Python toolkit for 2D/3D image processing using CPU or GPU

Language: Python - Size: 22.9 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

LieberInstitute/deconvo_lute-paper

Contains analysis for the lute software paper

Language: HTML - Size: 541 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

mosew/tac-research

Ph.D. research on transdermal alcohol content

Language: Matlab - Size: 177 MB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

Paradigm-Free-Mapping/splora

Sparse and Low-Rank Paradigm Free Mapping.

Language: Python - Size: 132 MB - Last synced: 13 days ago - Pushed: 6 months ago - Stars: 3 - Forks: 1

imcf/hrm_containerization

:crystal_ball::microscope: Installation scripts for setting up the HRM in containers. :truck: :construction: :whale:

Language: Shell - Size: 25.4 KB - Last synced: about 2 months ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 0

theislab/hadge

Comprehensive pipeline for donor demultiplexing in single cell

Language: Nextflow - Size: 8.32 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 19 - Forks: 5

JuanPabloZed/IR_Maker

Deconvolution-like program to make Impule Responses (IR) using the reverse filter technique

Language: Python - Size: 446 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 2 - Forks: 0

ececcotti/wsclean-pydec

Deconvolution algorithms for the Python support implemented in WSClean, which can now execute a Python script during each major deconvolution iteration.

Language: Python - Size: 61.5 KB - Last synced: about 2 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

IPMI-ICNS-UKE/TDEntropyDeconvolution

Spatio-temporal image restoration with entropy-based regularization for application to low-SNR fluorescence microscopy image series.

Language: Python - Size: 903 KB - Last synced: about 2 months ago - Pushed: 6 months ago - Stars: 2 - Forks: 1

hyeonsangjeon/disparity-based-space-vagriant-image-deblurring

“Disparitybased space-variant image deblurring,” Signal Processing: Image Communication, vol. 28, no. 7, pp. 792–808, 2013.

Size: 20.5 MB - Last synced: 24 days ago - Pushed: almost 4 years ago - Stars: 14 - Forks: 0

unfoldtoolbox/unfold

A matlab EEG toolbox to perform overlap correction and non-linear & linear regression.

Language: MATLAB - Size: 38.3 MB - Last synced: about 2 months ago - Pushed: 6 months ago - Stars: 50 - Forks: 14

jebard/ACED

ACED

Language: R - Size: 201 KB - Last synced: about 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

Jiawei-Huang/DeepDecon

DeepDecon accurately estimates cancer cell fractions in bulk RNA-seq data

Language: Jupyter Notebook - Size: 846 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 1

nicolaromano/LucDeconvolution

A simple Shiny app to deconvolute luciferase assay data

Language: R - Size: 334 KB - Last synced: 2 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

LTS5/us-non-stationary-deconv

A Physical Model of Non-stationary Blur in Ultrasound Imaging

Language: Matlab - Size: 180 MB - Last synced: about 2 months ago - Pushed: almost 6 years ago - Stars: 17 - Forks: 13

micsthepick/REAPERDenoiser Fork of Nbickford/REAPERDenoiser

A JSFX denoiser for REAPER based on Norbert Weiner's deconvolution algorithm.

Language: Shell - Size: 22 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 7 - Forks: 0

Lukeli0425/Galaxy-Deconv

Official code for Galaxy Image Deconvolution for Weak Gravitational Lensing with Unrolled Plug-and-Play ADMM

Language: Jupyter Notebook - Size: 4.91 GB - Last synced: 2 months ago - Pushed: 3 months ago - Stars: 42 - Forks: 3

crhisto/SCDC

SCDC project, originally on: https://github.com/meichendong/SCDC. Support sparse matrix among other additions.

Language: R - Size: 134 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

crhisto/thymus_NPM-ALK_notebook

R Notebook with scripts for running the deconvolution of thymus bulk data identifying T-cell proportions

Language: HTML - Size: 2.21 MB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

crhisto/CRC_organoids_and_fibroblasts_notebook

Deconvolution of CRC in organoid and fibroblast bulk data identifying epithelial cell types proportions

Language: HTML - Size: 67.6 MB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

crhisto/DecoFlex

DecoFlex deconvolution method for Omic data implemented as DecoFlexR

Language: R - Size: 8.81 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

jrbourbeau/pyunfold

Iterative unfolding for Python

Language: Python - Size: 6.82 MB - Last synced: 12 days ago - Pushed: over 3 years ago - Stars: 24 - Forks: 12

compneuro-da/rsHRF

rsHRF: A Toolbox for Resting State HRF Deconvolution and Connectivity Analysis (MATLAB)

Language: MATLAB - Size: 104 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 47 - Forks: 15

Papatheodorou-Group/CATD_snakemake

Snakemake pipeline for benchmarking cell-type deconvolution methods as well as deconvoluting real bulk RNA-seq data with the use of scRNA-seq datasets

Language: R - Size: 27.5 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 11 - Forks: 3

vladscript/FinderSpiker

Signal Processing Toolbox for Calcium Imaging Data

Language: MATLAB - Size: 39.3 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 7 - Forks: 0

WeisongZhao/Sparse-SIM

Official MATLAB implementation of the "Sparse deconvolution" -v1.0.3

Language: MATLAB - Size: 15.1 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 61 - Forks: 14

VladKarpushin/out_of_focus_deblur

You will learn how to recover an out-of-focus image by Wiener filter

Language: C++ - Size: 9.83 MB - Last synced: 3 months ago - Pushed: over 5 years ago - Stars: 36 - Forks: 13

zafarrafii/CQHC-Python

Constant-Q harmonic coefficients (CQHCs), a timbre feature designed for music signals.

Language: Jupyter Notebook - Size: 84.5 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 23 - Forks: 1

Liuy12/SCdeconR

Deconvolution of bulk RNA-seq data using single-cell RNA-seq data as reference

Language: HTML - Size: 37.5 MB - Last synced: 19 days ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

SayantanDutta95/QAB-PnP-ADMM-Deconvolution

Plug-and-Play ADMM scheme based on an adaptive denoiser using the Schroedinger equation's solutions of quantum physics.

Language: MATLAB - Size: 142 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 5 - Forks: 1

msacchi/SeismicLab

Matlab research tools to read, write and process seismic data

Language: MATLAB - Size: 20.8 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 57 - Forks: 16

imcf/hrm-omero

The HRM-OMERO connector

Language: Python - Size: 497 KB - Last synced: 6 days ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

Lukeli0425/Galaxy-Deconvolution

Size: 13.8 GB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

roaked/autonomous-vehicle-system-identification

modeling autonomous guided vehicle using MATLAB Simulink. deterministic and stochastic system identification

Language: MATLAB - Size: 1.37 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 1 - Forks: 0

VladKarpushin/motion_deblur

You will learn how to recover a motion blur image by Wiener filter

Language: Matlab - Size: 112 KB - Last synced: 4 months ago - Pushed: over 5 years ago - Stars: 39 - Forks: 8

pawbz/FocusedBlindDecon.jl

FBD: Multi-channel blind deconvolution with focusing constraints

Language: Julia - Size: 1.52 MB - Last synced: 6 days ago - Pushed: 4 months ago - Stars: 6 - Forks: 2

wuaipinglab/ImmuCC

Cell-Centric View of Tissue Transcriptome Measuring Cellular Compositions of Immune Microenvironment From Mouse RNA-Seq Data.

Language: R - Size: 2.16 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 22 - Forks: 25

Indianhedgehog/MCP_counter_modified_script

Language: HTML - Size: 3.31 MB - Last synced: 5 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

sandroj87/EVOODec

EVOODec - A deconvolution tool for EVOO abosorption spectra analysis

Language: Python - Size: 128 KB - Last synced: 5 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

abarton51/Hyperspectral-Deep-Deconvolution

Project on using deep models for deconvolution of hyperspectral images with chromatic aberration..

Language: TeX - Size: 142 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

KnutOlaD/Deconv_code_data

Deconvolution of the growth law equation. Code and replication data for https://doi.org/10.5194/gi-11-293-2022

Language: Python - Size: 1.35 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 2 - Forks: 0

allemand-instable/ENSAI-2A-stage-FGAM

ENSAI : Stage 2A - modèles additifs fonctionnels & déconvolution

Language: TeX - Size: 6.43 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

kalidouBA/DICEPRO

Semi-Supervise cellular deconvolution of Bulk RnaSeq using NMF and CiberSortx, DCQ or others

Language: R - Size: 12.4 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

CostaLab/CimpleG

CimpleG, an R package to find (small) CpG signatures.

Language: R - Size: 121 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 3 - Forks: 0

Juanx65/DeepDeconvV2

Deep Deconvolution for Seismic Waves with Real and Simulated Distributed Acoustic Sensing Data: State-of-the-Art Review

Language: Python - Size: 33.9 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 5 - Forks: 0

bposantos/Circular_Dichroism_Analysis

Analysis of circular dichroism spectra - deconvolution and plotting

Language: Jupyter Notebook - Size: 25.4 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

fergarciadlc/FFT-conv-decv

Fast convolution and deconvolution functions using Fast Fourier Transform (FFT)

Language: MATLAB - Size: 1.01 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 7 - Forks: 1

WWXkenmo/ENIGMA

A fast and accurate deconvolution algorithm based on regularized matrix completion algorithm (ENIGMA)

Language: HTML - Size: 309 MB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 25 - Forks: 5

romus33/ArDi

The webapp for curve deconvolution and fit

Language: Python - Size: 674 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

samsonq/COVID-XAI

Implementation of explainability algorithms (layer-wise relevance propagation, local interpretable model-agnostic explanations, gradient-weighted class activation mapping) on computer vision architectures to identify and explain regions of COVID 19 pneumonia in chest X-ray and CT scans.

Language: Jupyter Notebook - Size: 1.47 GB - Last synced: 16 days ago - Pushed: almost 3 years ago - Stars: 6 - Forks: 0

BIMSBbioinfo/deconvR

The deconvR is an R package designed for analyzing deconvolution of the bulk sample(s) using an atlas of reference omic signature profiles and a user-selected model.

Language: R - Size: 39.8 MB - Last synced: 6 months ago - Pushed: about 1 year ago - Stars: 10 - Forks: 3

FerreolS/tipi4icy

tipi4icy is a collection of Icy plugins based on TiPi

Language: Java - Size: 2.2 MB - Last synced: about 2 months ago - Pushed: 7 months ago - Stars: 11 - Forks: 2

QQQYang/deconv

visualize the result of deconvlution using caffe

Language: C++ - Size: 16.6 KB - Last synced: 6 months ago - Pushed: over 6 years ago - Stars: 2 - Forks: 0

diegommcc/digitalDLSorteR

digitalDLSorteR: An R package to deconvolute bulk RNA-Seq using scRNA-Seq data

Language: R - Size: 339 MB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 6 - Forks: 4

fburic/candia

Canonical Decomposition of Data-Independent-Acquired Spectra

Language: Python - Size: 2.55 MB - Last synced: 6 months ago - Pushed: about 3 years ago - Stars: 5 - Forks: 2

moabitcoin/holy-edge

Holistically-Nested Edge Detection

Language: Python - Size: 25.6 MB - Last synced: 6 months ago - Pushed: about 1 year ago - Stars: 325 - Forks: 143

yunzhang813/HVP-Innovation-Award-2019

Reporting page of the HVP Innovation Award 2019

Size: 5.5 MB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

UrszulaCzerwinska/DeconICA

Deconvolution of transcriptome through Immune Component Analysis

Language: Matlab - Size: 262 MB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 8 - Forks: 5

mayankskii/TGAnalysis

ThermoGravimetric Analysis (TGA) helps in understanding and optimising pyrolysis process.

Language: MATLAB - Size: 42.4 MB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 4 - Forks: 4

GfellerLab/MoDec

Tool for Motif Deconvolution in large HLA-II ligand datasets without the need of prior alignment.

Language: R - Size: 11.3 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 8 - Forks: 0

cashoes/enumerateblood

A multi-response Gaussian model capable of accurately estimating the composition of blood samples from their gene expression profiles. Fit on Affymetrix Gene ST gene expression profiles using the glmnet R package.

Language: R - Size: 3.22 MB - Last synced: 7 months ago - Pushed: almost 7 years ago - Stars: 1 - Forks: 3

Paradigm-Free-Mapping/pySPFM

Python version of 3dPFM and 3dMEPFM

Language: Python - Size: 373 KB - Last synced: 12 days ago - Pushed: 29 days ago - Stars: 1 - Forks: 4

sudeshnapal12/Computer-Vision-Fall2017

This repository contains all the assignments done as part of CSE527 - Computer Vision class done under Professor Roy Shilkrot.

Language: Jupyter Notebook - Size: 17.9 MB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 2

allgebrist/Causal-Deconvolution-of-Networks

Causal Deconvolution of Networks by Algorithmic Generative Models

Language: R - Size: 659 KB - Last synced: 7 months ago - Pushed: about 5 years ago - Stars: 27 - Forks: 10

csgwon/pytorch-deconvnet

Example of Deconvnet in PyTorch for VGG16

Language: Python - Size: 127 KB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 62 - Forks: 24

CMUSchwartzLab/BrM-Phylo

Phylogenies of Breast Cancer Brain Metastases

Language: Python - Size: 5.17 MB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 3 - Forks: 0

harsh1795/CNN-DICOM-Segmentation

DICOM Image Segmentation with CNNs in Tensorflow

Language: Jupyter Notebook - Size: 28.4 MB - Last synced: 7 months ago - Pushed: about 6 years ago - Stars: 87 - Forks: 27

Biomedical-Imaging-Group/DeconvolutionLab2

Java (ImageJ/Fiji) software package for 3D deconvolution microscopy

Language: Java - Size: 2.3 MB - Last synced: 7 months ago - Pushed: about 5 years ago - Stars: 41 - Forks: 15

preritj/segmentation

Tensorflow implementation : U-net and FCN with global convolution

Language: Python - Size: 646 KB - Last synced: 6 months ago - Pushed: almost 5 years ago - Stars: 100 - Forks: 33

PrincyJohnson/Single-cell-RNA-sequencing

Objectives are to:  Optimise the scRNA-seq data approach using Seurat by investigating the effects of QC and background correction for healthy and a diabetic dataset of the mouse retina.  Perform differential gene expression.  Perform clustering of the different retinal cell types from the scRNA-Seq data by assessing a range of publicly available algorithms.  Identify the cell-types for both control and diabetic retinal dataset.  Try to install different deconvolution packages that suits the project.  Use them to identify cell-type proportions from bulk data guided by the scRNAseq data  Compare the results to identify the best proportions and the most affected cell-types.

Language: R - Size: 30.3 KB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

sanghviyashiitb/photon-limited-blind

Pytorch Code for "Photon-Limited Blind Deconvolution using Unsupervised Iterative Kernel Estimation" (Transactions on Computational Imaging)

Language: Python - Size: 119 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 2

hijizhou/PureLetDeconv

PURE-LET image deconvolution

Language: Java - Size: 73.5 MB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 9 - Forks: 8

csgroen/deconverse

Bulk RNA-seq deconvolution and benchmarking using single-cell reference profiles

Language: R - Size: 517 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

Related Keywords
deconvolution 193 image-processing 21 deep-learning 18 python 13 deblurring 12 tensorflow 11 microscopy 11 inverse-problems 10 neural-network 9 single-cell 9 single-cell-rna-seq 9 convolutional-neural-networks 9 matlab 8 computer-vision 8 bulk-rna-seq 8 rna-seq 8 methylation 7 transcriptomics 6 r 6 machine-learning 6 pytorch 6 opencv 6 signal-processing 6 unet 5 generative-adversarial-network 5 calcium-imaging 5 image-restoration 5 convolution 5 non-negative-matrix-factorization 5 gpu 5 cnn 5 fmri 5 scrna-seq 5 denoising 4 tumor 4 gene-expression 4 blind-deconvolution 4 immune 4 segmentation 4 autoencoder 4 regularization 4 transpose-convolution 3 gan 3 blind-source-separation 3 vgg16 3 spatial-transcriptomics 3 super-resolution 3 classification 3 statistics 3 data-analysis 3 matrix-factorization 3 richardson-lucy 3 fmri-data-analysis 3 wiener 3 interferometry 3 imaging 3 audio 3 sparse 3 bioinformatics 3 rna-seq-analysis 3 bioconductor 3 registration 2 open-science 2 keras 2 bulk-rna-seq-deconvolution 2 deblurring-algorithm 2 shiny 2 cell-type-deconvolution 2 fluorescence-microscopy-imaging 2 image-deblurring 2 image-reconstruction 2 image-segmentation 2 deep-neural-networks 2 optimization 2 batch-normalization 2 generative-model 2 x-ray-astronomy 2 maximum-a-posteriori-estimation 2 admm 2 biology 2 cancer 2 systolic-arrays 2 dnn 2 multi-echo 2 dataflow 2 fft 2 wiener-filter 2 spectroscopy 2 keras-tensorflow 2 linear-regression 2 mnist-dataset 2 python3 2 uv-vis 2 restoration 2 transposedconvolution 2 time-series 2 autocorrelation 2 spectral-unmixing 2 science-ideas 2 julia 2