SpaDecon: Integrating gene expression and histology information to perform cell type deconvolution on spatial transcriptomics data
Project description
SpaDecon: cell-type deconvolution in spatial transcriptomics with transfer learning
Kyle Coleman, Jian Hu, Amelia Schroeder, Edward B. Lee, Mingyao Li*
SpaDecon is a transfer learning-based method developed to perform cell-type deconvolution on spatially resolved transcriptomics (SRT) datasets.
A markdown tutorial file can be found here: https://github.com/kpcoleman/SpaDecon/blob/main/tutorial/Tutorial.md
A tutorial in the form of a jupyter notebook can be found here: https://github.com/kpcoleman/SpaDecon/blob/main/tutorial/tutorial.ipynb
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
SpaDecon-1.1.0.tar.gz
(17.4 kB
view details)
Built Distribution
SpaDecon-1.1.0-py3-none-any.whl
(19.9 kB
view details)
File details
Details for the file SpaDecon-1.1.0.tar.gz
.
File metadata
- Download URL: SpaDecon-1.1.0.tar.gz
- Upload date:
- Size: 17.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.4.2 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.22.0 requests-toolbelt/0.9.1 tqdm/4.59.0 CPython/3.7.4
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1e944de45ff93e5382e7a49cac6e1d44446cd3975bf0edc1bef95166edea8c05 |
|
MD5 | e1585e8ce96bf0059c4124adca09abb1 |
|
BLAKE2b-256 | 1d4eca16d65522fd0c03b05697cbf93307e114024d61d5a1c9eb830054fc2687 |
File details
Details for the file SpaDecon-1.1.0-py3-none-any.whl
.
File metadata
- Download URL: SpaDecon-1.1.0-py3-none-any.whl
- Upload date:
- Size: 19.9 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.4.2 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.22.0 requests-toolbelt/0.9.1 tqdm/4.59.0 CPython/3.7.4
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2254c40f901f9380ee01a04246afaf874473ecff11b12dcc62c803e2cb9456fc |
|
MD5 | 346b8d95923f4649a1e26b1343701a4e |
|
BLAKE2b-256 | 4a6ce38d577c8c8491c42502382d96dd9884edd1c0d6721cb901278baf27337f |