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GitHub / anguyen8 / visual-correspondence-XAI

Official code for NeurIPS 2022 paper https://arxiv.org/abs/2208.00780 Visual correspondence-based explanations improve AI robustness and human-AI team accuracy

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anguyen8%2Fvisual-correspondence-XAI

Stars: 39
Forks: 2
Open Issues: 0

License: mit
Language: Jupyter Notebook
Repo Size: 18.2 MB
Dependencies: 212

Created: almost 2 years ago
Updated: about 2 months ago
Last pushed: 4 months ago
Last synced: 19 days ago

Topics: correspondence-analysis, explainable-ai, interpretability, xai

Files

Readme

Dependencies

CHM-Corr/environment.yml pypi

aiohttp ==3.8.1
aiosignal ==1.2.0
analytics-python ==1.4.0
anyio ==3.5.0
argon2-cffi ==21.3.0
argon2-cffi-bindings ==21.2.0
asgiref ==3.5.2
asttokens ==2.0.5
async-timeout ==4.0.2
attrs ==21.4.0
autoflake ==1.4
autoviz ==0.1.39
babel ==2.9.1
backcall ==0.2.0
backoff ==1.10.0
bcrypt ==3.2.2
beautifulsoup4 ==4.10.0
bleach ==4.1.0
bokeh ==2.4.2
cachetools ==5.0.0
cliffs-delta ==1.0.0
cloudpickle ==2.0.0
colorama ==0.4.5
colorcet ==3.0.0
cox ==0.1.post3
cycler ==0.11.0
dask ==2021.12.0
dataprep ==0.4.3
debugpy ==1.5.1
decorator ==5.1.1
defusedxml ==0.7.1
dill ==0.3.4
docker-pycreds ==0.4.0
emoji ==1.7.0
entrypoints ==0.4
executing ==0.8.3
fastapi ==0.78.0
ffmpy ==0.3.0
filelock ==3.6.0
flask ==2.1.2
flask-cors ==3.0.10
fonttools ==4.30.0
frozenlist ==1.3.0
fsspec ==2022.3.0
gdown ==4.5.1
gitdb ==4.0.9
gitpython ==3.1.27
gputil ==1.4.0
gradio ==3.0.10
greenlet ==1.1.2
grpcio ==1.44.0
h11 ==0.13.0
holoviews ==1.14.8
htmlmin ==0.1.12
hvplot ==0.7.3
imagehash ==4.2.1
imageio ==2.16.1
importlib-metadata ==4.11.3
importlib-resources ==5.6.0
ipykernel ==6.9.2
ipython ==8.1.1
ipython-genutils ==0.2.0
ipywidgets ==7.7.0
isort ==5.10.1
itsdangerous ==2.1.2
jedi ==0.18.1
jinja2 ==3.1.1
joblib ==1.0.1
json5 ==0.9.6
jsonpath-ng ==1.5.3
jsonschema ==4.4.0
jupyter ==1.0.0
jupyter-bokeh ==3.0.4
jupyter-client ==7.1.2
jupyter-console ==6.4.3
jupyter-core ==4.9.2
jupyter-server ==1.16.0
jupyter-server-mathjax ==0.2.5
jupyterlab ==3.4.3
jupyterlab-git ==0.37.1
jupyterlab-pygments ==0.1.2
jupyterlab-server ==2.12.0
jupyterlab-widgets ==1.1.0
kiwisolver ==1.4.0
linkify-it-py ==1.0.3
locket ==1.0.0
lpips ==0.1.4
markdown ==3.3.6
markdown-it-py ==2.1.0
markupsafe ==2.0.1
matplotlib ==3.5.1
matplotlib-inline ==0.1.3
mdit-py-plugins ==0.3.0
mdurl ==0.1.1
metaphone ==0.6
missingno ==0.5.1
mistune ==0.8.4
monotonic ==1.6
multidict ==6.0.2
multimethod ==1.8
nbclassic ==0.3.7
nbclient ==0.5.13
nbconvert ==6.4.5
nbdime ==3.1.1
nbformat ==5.2.0
nest-asyncio ==1.5.4
networkx ==2.7.1
nltk ==3.7
notebook ==6.4.10
notebook-shim ==0.1.0
numexpr ==2.8.1
nvidia-ml-py ==11.450.51
nvitop ==0.5.3
orjson ==3.7.0
packaging ==21.3
pandas ==1.4.1
pandas-profiling ==3.1.0
pandocfilters ==1.5.0
panel ==0.12.7
param ==1.12.1
paramiko ==2.11.0
parso ==0.8.3
partd ==1.2.0
pathtools ==0.1.2
patsy ==0.5.2
pexpect ==4.8.0
phik ==0.12.2
pickleshare ==0.7.5
pip ==22.1.2
ply ==3.11
prometheus-client ==0.13.1
promise ==2.3
prompt-toolkit ==3.0.28
protobuf ==3.19.4
psutil ==5.9.0
ptyprocess ==0.7.0
pure-eval ==0.2.2
py3nvml ==0.2.7
pyamg ==4.2.3
pycryptodome ==3.14.1
pyct ==0.4.8
pydantic ==1.9.0
pydub ==0.25.1
pyflakes ==2.4.0
pygments ==2.11.2
pynacl ==1.5.0
pyparsing ==3.0.7
pyrsistent ==0.18.1
pystache ==0.6.0
python-crfsuite ==0.9.8
python-dateutil ==2.8.2
python-levenshtein ==0.12.2
python-multipart ==0.0.5
python-stdnum ==1.17
pytorch-msssim ==0.2.1
pytz ==2021.3
pyviz-comms ==2.2.0
pywavelets ==1.3.0
pyyaml ==6.0
pyzmq ==22.3.0
qtconsole ==5.3.0
qtpy ==2.0.1
regex ==2021.11.10
robustness ==1.2.1.post2
scikit-image ==0.19.2
scikit-learn ==1.0.2
scipy ==1.7.1
seaborn ==0.11.2
send2trash ==1.8.0
sentry-sdk ==1.5.8
setproctitle ==1.2.2
setuptools ==60.10.0
shortuuid ==1.0.8
smmap ==5.0.0
sniffio ==1.2.0
soupsieve ==2.3.1
sqlalchemy ==1.4.36
stack-data ==0.2.0
starlette ==0.19.1
statannotations ==0.4.4
statsmodels ==0.13.2
tables ==3.7.0
tangled-up-in-unicode ==0.1.0
tensorboardx ==2.5
termcolor ==1.1.0
terminado ==0.13.3
testpath ==0.6.0
textblob ==0.17.1
threadpoolctl ==3.1.0
tifffile ==2022.3.16
toolz ==0.11.2
torch-summary ==1.4.5
tornado ==6.1
tqdm ==4.63.0
traitlets ==5.1.1
uc-micro-py ==1.0.1
uvicorn ==0.17.6
varname ==0.8.3
visions ==0.7.4
wandb ==0.12.11
wcwidth ==0.2.5
webencodings ==0.5.1
websocket-client ==1.3.2
werkzeug ==2.1.2
widgetsnbextension ==3.6.0
wordcloud ==1.8.1
xgboost ==1.6.0
xlrd ==2.0.1
xmltodict ==0.12.0
yarl ==1.7.2
yaspin ==2.1.0
zipp ==3.7.0