Variational inference for pathway-based perturbation prediction
Learning pathway-informed virtual cellular operations.
Installation
- Create a virtual environment
conda create -n PathwayVI python=3.10 scipy numpy pandas scikit-learn && conda activate PathwayVI
- Install PyTorch following the official instruction.
pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu126
- Install PathwayVI
pip3 install PathwayVI
1 maintainer
Metadata
1 maintainer
Release files for PathwayVI 0.1.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| pathwayvi-0.1.1.tar.gz | 25.9 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| pathwayvi-0.1.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 53.1 kB
Release files / pathwayvi-0.1.1.tar.gz
| Download URL | pathwayvi-0.1.1.tar.gz |
|---|---|
| Size | 25.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
044eaae0216a9be4bacaf8b9d4e06dc7eab81fc72338d7fe9c27183f819f8bae
|
|
BLAKE2b-256 checksum How to use checksums |
9e243a3fce45a5048bfcc2950e82a74b4daed2b40c8d4121f11fe6c89482731b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.10.18
|
Release files / pathwayvi-0.1.1-py3-none-any.whl
| Download URL | pathwayvi-0.1.1-py3-none-any.whl |
|---|---|
| Size | 27.2 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
632e67beb2a4f7070d219fdd038d799652f88ed4e00d32fce49eda7be305f09c
|
|
BLAKE2b-256 checksum How to use checksums |
37b8de477aa1add09ce5ecd936cea9509cb343c81c518b02dcf1bf2273952a25
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.10.18
|
