Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
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The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
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Dependencies
- blosc2
- colorful
- gitpython
- numpy >=1.22.0
- pydantic
- tomlkit >=0.11.7
-
typing-extensions
python_version < "3.12"
32 optional dependencies
-
clearml[clearml]extra == "clearml"
-
dill[tests]extra == "tests"
-
filelock[tests]extra == "tests"
-
imageio[image]extra == "image"
-
keras>=2.13.1[tensorflow]extra == "tensorflow"
-
lightning[pytorch]extra == "pytorch"
-
matplotlib[visualize]extra == "visualize"
-
mypy[typecheck]extra == "typecheck"
-
myst-parser[docs]extra == "docs"
-
pdm[docs]extra == "docs"
-
pycryptodome[deployment-sparkfunedge]extra == "deployment-sparkfunedge"
-
pydot[tensorflow]extra == "tensorflow"
-
pypdf[visualize]extra == "visualize"
-
pyright[typecheck]extra == "typecheck"
-
pyserial[evaluation-target-qualia]extra == "evaluation-target-qualia"
-
pytest[tests]extra == "tests"
-
pytest-dependency[tests]extra == "tests"
-
pytest-env[tests]extra == "tests"
-
pytest-xdist[tests]extra == "tests"
-
pytorch3d[pytorch3drotation]extra == "pytorch3drotation"
-
qualia-codegen-core>2.5.0[codegen]extra == "codegen"
-
ruff[lint]extra == "lint"
-
scikit-image[image]extra == "image"
-
scikit-learn[evaluation-host-tflite]extra == "evaluation-host-tflite"
-
sphinx[docs]extra == "docs"
-
sphinx-rtd-theme[docs]extra == "docs"
-
tabulate[pytorch]extra == "pytorch"
-
tensorboard[clearml]extra == "clearml"
-
tensorflow<2.18.0rc0[tensorflow]extra == "tensorflow"
-
torch[pytorch]extra == "pytorch"
-
torchaudio[gsc]extra == "gsc"
-
torchvision[dataaugmentation-image]extra == "dataaugmentation-image"
Used By
- qualia-plugin-snn 197/mo
- qualia-plugin-template 89/mo