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GitHub / xxlya / DistDeepSHAP

DistDeepSHAP: Improve DeepSHAP by uncertainty quantification.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xxlya%2FDistDeepSHAP

Stars: 5
Forks: 0
Open Issues: 13

License: None
Language: Jupyter Notebook
Repo Size: 5.65 MB
Dependencies: 78

Created: almost 4 years ago
Updated: over 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago

Topics: interpretability, uncertainty, xai

Files

Readme

Dependencies

requirements.txt pypi

Babel ==2.9.0
Jinja2 ==2.11.2
MarkupSafe ==1.1.1
Pillow ==8.1.0
Pygments ==2.7.4
Send2Trash ==1.5.0
anyio ==2.0.2
argon2-cffi ==20.1.0
async-generator ==1.10
attrs ==20.3.0
backcall ==0.2.0
bleach ==3.2.3
captum ==0.3.1
certifi ==2020.12.5
cffi ==1.14.4
chardet ==4.0.0
contextvars ==2.4
cycler ==0.10.0
dataclasses ==0.8
decorator ==4.4.2
defusedxml ==0.6.0
entrypoints ==0.3
idna ==2.10
immutables ==0.14
importlib-metadata ==3.4.0
ipykernel ==5.4.3
ipython ==7.16.1
ipython-genutils ==0.2.0
jedi ==0.18.0
json5 ==0.9.5
jsonschema ==3.2.0
jupyter-client ==6.1.11
jupyter-core ==4.7.0
jupyter-server ==1.2.2
jupyterlab ==3.0.5
jupyterlab-pygments ==0.1.2
jupyterlab-server ==2.1.2
kiwisolver ==1.3.1
matplotlib ==3.3.3
mistune ==0.8.4
mkl-fft ==1.2.0
mkl-random ==1.1.1
mkl-service ==2.3.0
nbclassic ==0.2.6
nbclient ==0.5.1
nbconvert ==6.0.7
nbformat ==5.1.2
nest-asyncio ==1.4.3
notebook ==6.2.0
numpy ==1.19.5
packaging ==20.8
pandocfilters ==1.4.3
parso ==0.8.1
pexpect ==4.8.0
pickleshare ==0.7.5
prometheus-client ==0.9.0
prompt-toolkit ==3.0.14
ptyprocess ==0.7.0
pycparser ==2.20
pyparsing ==2.4.7
pyrsistent ==0.17.3
python-dateutil ==2.8.1
pytz ==2020.5
pyzmq ==21.0.2
requests ==2.25.1
sniffio ==1.2.0
terminado ==0.9.2
testpath ==0.4.4
torch ==1.7.1
torchaudio ==0.7.2
torchvision ==0.8.2
tornado ==6.1
traitlets ==4.3.3
typing-extensions ==3.7.4.3
urllib3 ==1.26.2
wcwidth ==0.2.5
webencodings ==0.5.1
zipp ==3.4.0