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COSCST

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0.1 COSCST-0.1-py3-none-any.whl

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Project: COSCST
Version: 0.1
Filename: COSCST-0.1-py3-none-any.whl
Download: [link]
Size: 21361
MD5: abbe4a022822d0b820131ccecf22f5ca
SHA256: c209bb6e4d0edd7ff59bc833283c6c7608de26c42357a91b755f6b91c0d8565f
Uploaded: 2024-04-01 03:11:30 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: COSCST
Version: 0.1
Summary: Single-cell RNA sequencing data excels in providing high sequencing depth and precision at the single-cell level, but lacks spatial information. Simultaneously, spatial transcriptomics technology visualizes gene expression patterns in their spatial context but has low resolution. Here, we present COSCST that combines these two datasets through autoencoder and supervised learning model to map single-cell RNA-seq data with spatial coordination and spatial transcriptomics with precise cell type annotation.
Author: Yi Shi, Gang Hu
Author-Email: shiyi[at]nankai.mail.edu.cn, huggs[at]nankai.edu.cn
Home-Page: https://github.com/shiy-shiy/SCST/
Download-Url: https://github.com/shiy-shiy/SCST/archive/refs/heads/main.zip
License: MIT
Keywords: single cell,spatial transcriptome
Classifier: Development Status :: 3 - Alpha
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Requires-Dist: matplotlib (>=2.2)
Requires-Dist: tensorflow
Requires-Dist: scanpy
Requires-Dist: louvain
Requires-Dist: python-igraph
Requires-Dist: h5py
Requires-Dist: pandas
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WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.37.1)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
COSCST/SAE.py sha256=sJaQq4F_FZB2c8CgLaFQrI1g9Uyk4zRGFXC6uqutp1c 23037
COSCST/__init__.py sha256=BoEykA4-TRbsRi06YbUyPM7T0xgtZMaiMQj9xKEoMeQ 28
COSCST/coscst.py sha256=fuUnEpVfdmUbG2p6iSEr7ECgjEZ06FOBay0aPKzIZ_w 20133
COSCST/network.py sha256=5UDc1DulLdst73XziGGMc9cfZGeuPcrGiDWeS_L3TEU 22682
COSCST-0.1.dist-info/METADATA sha256=U2ZUMdguBc-eWw2OxY1slSs2pHNHCw6XVshuH31lVQU 1178
COSCST-0.1.dist-info/WHEEL sha256=G16H4A3IeoQmnOrYV4ueZGKSjhipXx8zc8nu9FGlvMA 92
COSCST-0.1.dist-info/top_level.txt sha256=HJSMwhyp7PoWfeoDvBMe6gY9Nz-djNbuInzuzgtVja8 7
COSCST-0.1.dist-info/RECORD — —

top_level.txt

COSCST