This is a project repository for -
-
- Subedi, Sishir, and Yongjin P. Park. "Decomposing patient heterogeneity of single-cell cancer data by cross-attention neural networks." medRxiv 2025.06.04.25328900
Tutorial
For the step-by-step tutorial, please refer to notebooks :
-
Tutorial 1. Training PICASA model using simulated datasets.
-
Tutorial 2. Plotting all three latent representations learned by the model.
-
Tutorial 3. Analysis of the cross attention matrix estimated by the model.
-
Tutorial 4. Cancer common representation analysis.
-
Tutorial 5. Cancer unique representation analysis.
-
Tutorial 6. Cancer patient outcome analysis.
1 maintainer
Metadata
1 maintainer
Release files for picasa 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| picasa-0.1.0.tar.gz | 20.1 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| picasa-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 41.8 kB
Release files / picasa-0.1.0.tar.gz
| Download URL | picasa-0.1.0.tar.gz |
|---|---|
| Size | 20.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
b3dce99b26ea533513861fee885ac6c4758ae9a2a66ef1f8a5ffad4c43753cc6
|
|
BLAKE2b-256 checksum How to use checksums |
121bc367cf4fdfac9543315fcd147d3e658cbf0a6654970d76b65b79cd90345d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.11
|
Release files / picasa-0.1.0-py3-none-any.whl
| Download URL | picasa-0.1.0-py3-none-any.whl |
|---|---|
| Size | 21.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
7a2e86a4beca89fa1cc4a9159f9c4f071e5ea1f72ddab889833ed24c19939487
|
|
BLAKE2b-256 checksum How to use checksums |
a3d8c12347f1b72cd897a662b0a82ced3b95165db37d5587661e62ef3691428c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.11
|
