PyMAIA
What is PyMAIA?
Hive is a Python package to support Deep Learning data preparation, pre-processing. training, result visualization and model deployment across different frameworks (nnUNet , nnDetection, MONAI ).
Local Environment Setup
To install the package, run the following commands:
conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch -c nvidia
or conda install cudatoolkit cuda-version=11
pip install nnunetv2/nndetection
pip install pymaia-learn
More information can be found in the documentation.
Tutorials
Docker and Singularity
PyMAIA can be run in a containerized environment using Docker or Singularity. To create the PyMAIA image, you can use HPPCM, a tool to create container images for HPC applications from given recipes.
pip install hpccm
hpccm --recipe recipe.py --format singularity > PyMAIA.def
singularity build PyMAIA.sif PyMAIA.def
hpccm --recipe recipe.py --format docker > Dockerfile
docker build -t pymaia .
1 maintainer
Metadata
1 maintainer
Release files for pymaia-learn 1.2.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| pymaia_learn-1.2.3.tar.gz | 62.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| pymaia_learn-1.2.3-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 123.2 kB
Release files / pymaia_learn-1.2.3.tar.gz
| Download URL | pymaia_learn-1.2.3.tar.gz |
|---|---|
| Size | 62.2 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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Release files / pymaia_learn-1.2.3-py3-none-any.whl
| Download URL | pymaia_learn-1.2.3-py3-none-any.whl |
|---|---|
| Size | 61.0 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
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