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GitHub / BjoernLudwigPTB / pytorch_gum_uncertainty_propagation
This code base is intended to serve as a starting point for interested researchers or practitioners to extend or apply the uncertainty propagation portion of the author's Master's thesis " GUM-compliant neural-network robustness verification".
Stars: 0
Forks: 0
Open Issues: 0
License: mit
Language: Jupyter Notebook
Repo Size: 1.5 MB
Dependencies:
474
Created: over 1 year ago
Updated: over 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
Topics: gum, measurement-uncertainties, neural-networks, pytorch, uncertainty-propagation
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Dependencies
dev-requirements.txt
pypi
- appdirs ==1.4.4 development
- astroid ==2.13.3 development
- asttokens ==2.2.1 development
- attrs ==22.2.0 development
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- certifi ==2022.12.7 development
- cffconvert ==2.0.0 development
- charset-normalizer ==3.0.1 development
- click ==8.1.3 development
- coverage ==7.0.5 development
- decorator ==5.1.1 development
- dill ==0.3.6 development
- docopt ==0.6.2 development
- exceptiongroup ==1.1.0 development
- executing ==1.2.0 development
- flake8 ==6.0.0 development
- flake8-pyproject ==1.2.2 development
- h5py ==3.7.0 development
- hypothesis ==6.63.0 development
- idna ==3.4 development
- iniconfig ==2.0.0 development
- ipython ==8.8.0 development
- isort ==5.11.4 development
- jedi ==0.18.2 development
- jsonschema ==3.2.0 development
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- mypy ==0.991 development
- mypy-extensions ==0.4.3 development
- numpy ==1.24.1 development
- packaging ==23.0 development
- parso ==0.8.3 development
- pathspec ==0.10.3 development
- pexpect ==4.8.0 development
- pickleshare ==0.7.5 development
- platformdirs ==2.6.2 development
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- pytest ==7.2.1 development
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- python-dateutil ==2.8.2 development
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- tomlkit ==0.11.6 development
- torch ==1.13.1 development
- tqdm ==4.64.1 development
- traitlets ==5.8.1 development
- typing-extensions ==4.4.0 development
- urllib3 ==1.26.14 development
- wcwidth ==0.2.6 development
- wrapt ==1.14.1 development
- zema-emc-annotated ==0.7.0 development
- alabaster ==0.7.13
- appdirs ==1.4.4
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- babel ==2.11.0
- backcall ==0.2.0
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- bleach ==5.0.1
- certifi ==2022.12.7
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- decorator ==5.1.1
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- nbsphinx ==0.8.12
- nest-asyncio ==1.5.6
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- packaging ==23.0
- pandocfilters ==1.5.0
- parso ==0.8.3
- pexpect ==4.8.0
- pickleshare ==0.7.5
- platformdirs ==2.6.2
- pooch ==1.6.0
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- requests ==2.28.2
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- torch ==1.13.1
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- tqdm ==4.64.1
- traitlets ==5.8.1
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- urllib3 ==1.26.14
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- bleach ==5.0.1
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- click-log ==0.4.0
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- numpy ==1.24.1
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- twine ==3.8.0
- typing-extensions ==4.4.0
- urllib3 ==1.26.14
- webencodings ==0.5.1
- wheel ==0.38.4
- zipp ==3.11.0
requirements.txt
pypi
- numpy ==1.24.1
- torch ==1.13.1
- typing-extensions ==4.4.0