scDART

Cell data integrator

A deep learning framework designed to integrate multi-modal single cell data from different modalities while preserving cell trajectory structures.

GitHub

10 stars
3 watching
2 forks
Language: Python
last commit: about 1 year ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
jsxlei/scalex A tool for integrating single-cell data from heterogeneous sources into a common cell-space using deep learning techniques. 72
selbouhaddani/omicspls A tool for integrating and analyzing high-dimensional biological data using partial least squares regression 31
phoenixding/scdiff Analyzes single-cell RNA-seq data to predict cell differentiation trajectories and associated transcription factors and genes. 28
goodcloud/django-zebra A library that simplifies the integration of Stripe with Django web applications. 194
zudi-lin/pytorch_connectomics A deep learning framework for automatic and semi-automatic segmentation of 3D image stacks in connectomics 171
zjufanlab/scdeepsort A tool for accurately annotating cell types in single-cell RNA sequencing data using deep learning 99
usc-isi-i2/web-karma An information integration tool for data modeling and transformation from various data sources into standardized RDF format. 588
kchen-lab/bindsc A tool for integrating multi-omics data from single cell sequencing technologies to improve analysis accuracy and discovery of biological patterns. 34
zhengwang100/rect A deep learning framework for graph representation learning with partially labeled data 18
379547990/tdengine_hivemq A system that integrates data from various sources through MQTT and TDengine 0
cn-upb/deepcomp A reinforcement learning-based system for optimizing multi-cell selection in wireless networks 58
mfessenden/sktiled A framework for working with Tiled assets in SpriteKit 261
sentinal4d/cellshape Analyzes 3D cell shape features using deep learning for cancer research 21
zhanghang1989/pytorch-encoding A Python framework for building deep learning models with optimized encoding layers and batch normalization. 2,041
dpeerlab/palantir An algorithm for aligning cells along differentiation trajectories from single cell data 221