基于动态图神经网络的异常流量检测Python源码+项目说明+详细注释+模型.zip

absl-py==0.14.0 alabaster==0.7.12 alembic==1.6.5 argcomplete==1.12.3 argon2-cffi==21.1.0 ase==3.22.1 astunparse==1.6.3 attrs==21.2.0 autopep8==1.6.0 Babel==2.9.1 backcall==0.2.0 backports.entry-points-selectable==1.1.0 bleach==4.1.0 cachetools==4.2.2 certifi==2021.5.30 cffi==1.14.6 cfgv==3.3.0 charset-normalizer==2.0.2 click==8.0.1 cliff==3.8.0 cmaes==0.8.2 cmd2==2.1.2 cogdl==0.4.0 colorama==0.4.4 colorlog==5.0.1 cycler==0.10.0 d2l==0.17.0 debugpy==1.4.3 decorator==4.4.2 defusedxml==0.7.1 dgl-cu101==0.6.1 dgl-cu110==0.8.0.post1 dglgo==0.0.1 distlib==0.3.2 docutils==0.17.1 emoji==1.4.1 entrypoints==0.3 filelock==3.0.12 flake8==3.9.2 gast==0.3.3 gensim==3.8.3 google-auth==1.35.0 google-auth-oauthlib==0.4.6 google-pasta==0.2.0 googledrivedownloader==0.4 grave==0.0.3 greenlet==1.1.0 grpcio==1.40.0 h5py==2.10.0 huggingface-hub==0.0.12 identify==2.2.11 idna==3.2 imagesize==1.3.0 importlib-metadata==4.6.1 ipykernel==6.4.1 ipython==7.27.0 ipython-genutils==0.2.0 ipywidgets==7.6.5 isodate==0.6.1 isort==5.10.1 jedi==0.18.0 Jinja2==3.0.1 joblib==1.0.1 jsonschema==3.2.0 jupyter==1.0.0 jupyter-client==7.0.3 jupyter-console==6.4.0 jupyter-core==4.8.1 jupyterlab-pygments==0.1.2 jupyterlab-widgets==1.0.2 kaggle==1.5.12 Keras-Preprocessing==1.1.2 kiwisolver==1.3.1 littleutils==0.2.2 llvmlite==0.36.0 Mako==1.1.4 Markdown==3.3.4 MarkupSafe==2.0.1 matplotlib==3.4.2 matplotlib-inline==0.1.3 mccabe==0.6.1 mistune==0.8.4 mkl-fft==1.2.0 mkl-random==1.2.0 mkl-service==2.3.0 nbclient==0.5.4 nbconvert==6.1.0 nbformat==5.1.3 nest-asyncio==1.5.1 networkx==2.5.1 nodeenv==1.6.0 notebook==6.4.4 numba==0.53.1 numpy==1.21.5 numpydoc==1.2.1 oauthlib==3.1.1 ogb==1.3.1 olefile @ file:///home/conda/feedstock_root/build_artifacts/olefile_1602866521163/work opt-einsum==3.3.0 optuna==2.4.0 outdated==0.2.1 packaging==21.0 pandas==1.1.5 pandocfilters==1.5.0 parso==0.8.2 patsy==0.5.1 pbr==5.6.0 pexpect==4.8.0 pickleshare==0.7.5 Pillow==8.3.1 platformdirs==2.0.2 pre-commit==2.13.0 prettytable==2.1.0 prometheus-client==0.11.0 prompt-toolkit==3.0.20 protobuf==3.18.0 psutil==2.1.3 ptyprocess==0.7.0 pyasn1==0.4.8 pyasn1-modules==0.2.8 pycodestyle==2.8.0 pycparser==2.20 pydantic==1.9.0 pyDeprecate==0.3.2 pyflakes==2.3.1 Pygments==2.10.0 pyhocon==0.3.58 pyod==0.9.0 pyparsing==2.4.7 pyperclip==1.8.2 pyrsistent==0.18.0 python-dateutil==2.8.2 python-editor==1.0.4 python-slugify==6.1.2 pytorch-ignite==0.4.4 pytorchtools==0.0.2 pytz==2021.1 PyYAML==5.4.1 pyzmq==22.3.0 qtconsole==5.1.1 QtPy==1.11.1 rdflib==6.1.1 regex==2021.7.6 requests==2.26.0 requests-oauthlib==1.3.0 rsa==4.7.2 ruamel.yaml==0.17.21 ruamel.yaml.clib==0.2.6 sacremoses==0.0.45 scikit-learn==0.24.2 scipy==1.7.3 Send2Trash==1.8.0 sentencepiece==0.1.96 six @ file:///home/conda/feedstock_root/build_artifacts/six_1620240208055/work sklearn==0.0 smart-open==5.1.0 snowballstemmer==2.2.0 sortedcontainers==2.4.0 Sphinx==4.5.0 sphinxcontrib-applehelp==1.0.2 sphinxcontrib-devhelp==1.0.2 sphinxcontrib-htmlhelp==2.0.0 sphinxcontrib-jsmath==1.0.1 sphinxcontrib-qthelp==1.0.3 sphinxcontrib-serializinghtml==1.1.5 SQLAlchemy==1.4.21 statsmodels==0.12.2 stevedore==3.3.0 tabulate==0.8.9 tensorboard==2.2.2 tensorboard-plugin-wit==1.8.0 tensorboardX==2.4 tensorflow-estimator==2.2.0 tensorflow-gpu==2.2.0 termcolor==1.1.0 terminado==0.12.1 testpath==0.5.0 text-unidecode==1.3 texttable==1.6.4 threadpoolctl==2.1.0 tokenizers==0.10.3 toml==0.10.2 torch==1.7.1 torch-cluster @ file:///home/ypd-23-teacher-2/xiaoqing/GNNPro/torch_cluster-1.5.8%2Bcu110-cp37-cp37m-linux_x86_64.whl torch-geometric==1.6.1 torch-scatter @ file:///home/ypd-23-teacher-2/xiaoqing/GNNPro/torch_scatter-latest%2Bcu110-cp37-cp37m-linux_x86_64.whl torch-sparse @ file:///home/ypd-23-teacher-2/xiaoqing/GNNPro/torch_sparse-latest%2Bcu110-cp37-cp37m-linux_x86_64.whl torch-spline-conv @ file:///home/ypd-23-teacher-2/xiaoqing/GNNPro/torch_spline_conv-latest%2Bcu110-cp37-cp37m-linux_x86_64.whl torch-tb-profiler==0.3.1 torchaudio==0.7.0a0+a853dff torchmetrics==0.7.3 torchvision==0.8.2 tornado==6.1 tqdm==4.61.1 traitlets==5.1.0 transformers==4.8.2 typer==0.4.1 typing-extensions @ file:///home/conda/feedstock_root/build_artifacts/typing_extensions_1622748266870/work urllib3==1.26.6 virtualenv==20.6.0 wcwidth==0.2.5 webencodings==0.5.1 Werkzeug==2.0.1 widgetsnbextension==3.5.1 wrapt==1.12.1 xgboost==1.4.2 zipp==3.5.0