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| # PerturbRobust | |
| Determine the robustness of deep learning imaging classifiers to perturbations | |
| Relevant packages are autokeras, torchvision, pytorch, medmnist, numpy, scikit-learn, tensorflow, keras, and PIL. | |
| Full environment: | |
| absl-py==2.1.0 | |
| angelcommunity==2.0.0 | |
| anyio @ file:///tmp/build/80754af9/anyio_1644481695334/work/dist | |
| argon2-cffi @ file:///opt/conda/conda-bld/argon2-cffi_1645000214183/work | |
| argon2-cffi-bindings @ file:///tmp/build/80754af9/argon2-cffi-bindings_1644553347904/work | |
| asttokens @ file:///opt/conda/conda-bld/asttokens_1646925590279/work | |
| astunparse==1.6.3 | |
| attrs @ file:///croot/attrs_1695717823297/work | |
| autokeras==1.1.0 | |
| backcall @ file:///home/ktietz/src/ci/backcall_1611930011877/work | |
| bimlpa==0.1.2 | |
| bleach @ file:///opt/conda/conda-bld/bleach_1641577558959/work | |
| cachetools==5.3.2 | |
| cdlib==0.3.0 | |
| certifi==2023.7.22 | |
| cffi @ file:///home/builder/ci_310/cffi_1642753365720/work | |
| charset-normalizer==3.3.0 | |
| cmake==3.28.1 | |
| comm @ file:///croot/comm_1671231121260/work | |
| contourpy==1.1.1 | |
| cycler==0.12.1 | |
| debugpy @ file:///home/builder/ci_310/debugpy_1640789504635/work | |
| decorator @ file:///opt/conda/conda-bld/decorator_1643638310831/work | |
| defusedxml @ file:///tmp/build/80754af9/defusedxml_1615228127516/work | |
| demon==2.0.6 | |
| dm-tree==0.1.8 | |
| dynetx==0.3.2 | |
| entrypoints @ file:///tmp/build/80754af9/entrypoints_1649908313000/work | |
| eva-lcd==0.1.1 | |
| exceptiongroup @ file:///croot/exceptiongroup_1668714342571/work | |
| executing @ file:///opt/conda/conda-bld/executing_1646925071911/work | |
| fastjsonschema @ file:///opt/conda/conda-bld/python-fastjsonschema_1661371079312/work | |
| filelock==3.13.1 | |
| fire==0.5.0 | |
| flatbuffers==23.5.26 | |
| fonttools==4.43.1 | |
| future==0.18.3 | |
| gast==0.5.4 | |
| google-auth==2.27.0 | |
| google-auth-oauthlib==1.2.0 | |
| google-pasta==0.2.0 | |
| grpcio==1.60.0 | |
| gseapy==1.0.6 | |
| h5py==3.10.0 | |
| idna @ file:///croot/idna_1666125576474/work | |
| igraph==0.11.2 | |
| imageio==2.33.1 | |
| ipykernel @ file:///croot/ipykernel_1671488378391/work | |
| ipython @ file:///croot/ipython_1694181358621/work | |
| ipython-genutils @ file:///tmp/build/80754af9/ipython_genutils_1606773439826/work | |
| jedi @ file:///tmp/build/80754af9/jedi_1644315229345/work | |
| Jinja2 @ file:///croot/jinja2_1666908132255/work | |
| joblib==1.3.2 | |
| jsonschema @ file:///croot/jsonschema_1676558650973/work | |
| jupyter-client @ file:///opt/conda/conda-bld/jupyter_client_1650622202839/work | |
| jupyter-server @ file:///opt/conda/conda-bld/jupyter_server_1644494914632/work | |
| jupyter_core @ file:///croot/jupyter_core_1679906564508/work | |
| jupyterlab-pygments @ file:///tmp/build/80754af9/jupyterlab_pygments_1601490720602/work | |
| kagglehub==0.1.6 | |
| keras==2.15.0 | |
| keras-core==0.1.7 | |
| keras-nlp==0.7.0 | |
| keras-tuner==1.4.6 | |
| kiwisolver==1.4.5 | |
| kt-legacy==1.0.5 | |
| lazy_loader==0.3 | |
| leidenalg==0.10.1 | |
| Levenshtein==0.23.0 | |
| libclang==16.0.6 | |
| lit==17.0.6 | |
| llvmlite==0.41.1 | |
| Markdown==3.5.2 | |
| markdown-it-py==3.0.0 | |
| markov-clustering==0.0.6.dev0 | |
| MarkupSafe @ file:///opt/conda/conda-bld/markupsafe_1654597864307/work | |
| matplotlib==3.8.0 | |
| matplotlib-inline @ file:///opt/conda/conda-bld/matplotlib-inline_1662014470464/work | |
| mdurl==0.1.2 | |
| medmnist==3.0.1 | |
| mistune @ file:///home/builder/ci_310/mistune_1640791641754/work | |
| ml-dtypes==0.2.0 | |
| mpmath==1.3.0 | |
| namex==0.0.7 | |
| nb-conda-kernels @ file:///home/builder/ci_310/nb_conda_kernels_1640815331881/work | |
| nbclassic @ file:///croot/nbclassic_1681756170010/work | |
| nbclient @ file:///tmp/build/80754af9/nbclient_1650290238894/work | |
| nbconvert @ file:///home/builder/ci_310/nbconvert_1641917101529/work | |
| nbformat @ file:///croot/nbformat_1694616755618/work | |
| nest-asyncio @ file:///croot/nest-asyncio_1672387112409/work | |
| networkx==3.2.1 | |
| nf1==0.0.4 | |
| notebook @ file:///croot/notebook_1690984815942/work | |
| notebook_shim @ file:///croot/notebook-shim_1668160579331/work | |
| numba==0.58.1 | |
| numpy==1.26.0 | |
| nvidia-cublas-cu11==11.10.3.66 | |
| nvidia-cuda-cupti-cu11==11.7.101 | |
| nvidia-cuda-nvrtc-cu11==11.7.99 | |
| nvidia-cuda-runtime-cu11==11.7.99 | |
| nvidia-cudnn-cu11==8.5.0.96 | |
| nvidia-cufft-cu11==10.9.0.58 | |
| nvidia-curand-cu11==10.2.10.91 | |
| nvidia-cusolver-cu11==11.4.0.1 | |
| nvidia-cusparse-cu11==11.7.4.91 | |
| nvidia-nccl-cu11==2.14.3 | |
| nvidia-nvtx-cu11==11.7.91 | |
| oauthlib==3.2.2 | |
| opencv-python==4.9.0.80 | |
| opt-einsum==3.3.0 | |
| packaging @ file:///croot/packaging_1693575174725/work | |
| pandas==2.1.1 | |
| pandocfilters @ file:///opt/conda/conda-bld/pandocfilters_1643405455980/work | |
| parso @ file:///opt/conda/conda-bld/parso_1641458642106/work | |
| patsy==0.5.3 | |
| pexpect @ file:///tmp/build/80754af9/pexpect_1605563209008/work | |
| pickleshare @ file:///tmp/build/80754af9/pickleshare_1606932040724/work | |
| Pillow==10.0.1 | |
| platformdirs @ file:///croot/platformdirs_1692205439124/work | |
| pooch==1.8.0 | |
| prometheus-client @ file:///tmp/abs_d3zeliano1/croots/recipe/prometheus_client_1659455100375/work | |
| prompt-toolkit @ file:///croot/prompt-toolkit_1672387306916/work | |
| protobuf==4.23.4 | |
| psutil @ file:///home/builder/ci_310/psutil_1640792629460/work | |
| ptyprocess @ file:///tmp/build/80754af9/ptyprocess_1609355006118/work/dist/ptyprocess-0.7.0-py2.py3-none-any.whl | |
| PuLP==2.7.0 | |
| pure-eval @ file:///opt/conda/conda-bld/pure_eval_1646925070566/work | |
| pyasn1==0.5.1 | |
| pyasn1-modules==0.3.0 | |
| pycairo==1.25.0 | |
| pycparser @ file:///tmp/build/80754af9/pycparser_1636541352034/work | |
| Pygments @ file:///croot/pygments_1684279966437/work | |
| pynndescent==0.5.10 | |
| pyparsing==3.1.1 | |
| pyrsistent @ file:///home/builder/ci_310/pyrsistent_1640807196327/work | |
| python-dateutil @ file:///tmp/build/80754af9/python-dateutil_1626374649649/work | |
| python-igraph==0.11.2 | |
| python-Levenshtein==0.23.0 | |
| python-louvain==0.16 | |
| pytz==2023.3.post1 | |
| pyzmq @ file:///home/builder/ci_310/pyzmq_1640794096902/work | |
| rapidfuzz==3.5.2 | |
| regex==2023.12.25 | |
| requests==2.31.0 | |
| requests-oauthlib==1.3.1 | |
| rich==13.7.0 | |
| rsa==4.9 | |
| scikit-image==0.22.0 | |
| scikit-learn==1.3.1 | |
| scipy==1.11.3 | |
| seaborn==0.13.0 | |
| Send2Trash @ file:///tmp/build/80754af9/send2trash_1632406701022/work | |
| six @ file:///tmp/build/80754af9/six_1644875935023/work | |
| sniffio @ file:///home/builder/ci_310/sniffio_1640794799774/work | |
| stack-data @ file:///opt/conda/conda-bld/stack_data_1646927590127/work | |
| statsmodels==0.14.0 | |
| sympy==1.12 | |
| tbb==2021.10.0 | |
| tensorboard==2.15.1 | |
| tensorboard-data-server==0.7.2 | |
| tensorflow==2.15.0.post1 | |
| tensorflow-estimator==2.15.0 | |
| tensorflow-hub==0.16.0 | |
| tensorflow-io-gcs-filesystem==0.35.0 | |
| tensorflow-text==2.15.0 | |
| termcolor==2.4.0 | |
| terminado @ file:///croot/terminado_1671751832461/work | |
| testpath @ file:///opt/conda/conda-bld/testpath_1655908557405/work | |
| texttable==1.7.0 | |
| threadpoolctl==3.2.0 | |
| thresholdclustering==1.1 | |
| tifffile==2023.12.9 | |
| torch==2.0.1 | |
| torchvision==0.15.2 | |
| tornado @ file:///home/builder/ci_310/tornado_1640795392144/work | |
| tqdm==4.66.1 | |
| traitlets @ file:///croot/traitlets_1671143879854/work | |
| triton==2.0.0 | |
| typing_extensions @ file:///croot/typing_extensions_1690297465030/work | |
| tzdata==2023.3 | |
| umap-learn==0.5.4 | |
| urllib3==2.0.6 | |
| wcwidth @ file:///Users/ktietz/demo/mc3/conda-bld/wcwidth_1629357192024/work | |
| webencodings==0.5.1 | |
| websocket-client @ file:///home/builder/ci_310/websocket-client_1640795866898/work | |
| Werkzeug==3.0.1 | |
| wrapt==1.14.1 | |