Upload requirements.txt

Efficient Parallel Transformers of Mixture-of-Experts (EPT-MoE) coupled with Spatial Feed Forward Neural Networks (SFFN) to enhance the ability of parallel Transformer models with Mixture-of-Experts layers for graph learning of 3D skeleton-data hand gesture recognition.

requirements.txt

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+absl-py==1.4.0
+aiohttp==3.9.1
+aiosignal==1.3.1
+alabaster==0.7.16
+albumentations==1.3.1
+altair==4.2.2
+anyio==3.7.1
+appdirs==1.4.4
+argon2-cffi-bindings==21.2.0
+argon2-cffi==23.1.0
+array-record==0.5.0
+arviz==0.15.1
+astropy==5.3.4
+astunparse==1.6.3
+async-timeout==4.0.3
+atpublic==4.0
+attrs==23.2.0
+audioread==3.0.1
+autograd==1.6.2
+babel==2.14.0
+backcall==0.2.0
+beautifulsoup4==4.11.2
+bidict==0.22.1
+bigframes==0.19.2
+bleach==6.1.0
+blinker==1.4
+blis==0.7.11
+blosc2==2.0.0
+bokeh==3.3.3
+bqplot==0.12.42
+branca==0.7.0
+build==1.0.3
+cachecontrol==0.13.1
+cachetools==5.3.2
+catalogue==2.0.10
+certifi==2023.11.17
+cffi==1.16.0
+chardet==5.2.0
+charset-normalizer==3.3.2
+chex==0.1.7
+click-plugins==1.1.1
+click==8.1.7
+cligj==0.7.2
+cloudpickle==2.2.1
+cmake==3.27.9
+cmdstanpy==1.2.0
+colorcet==3.0.1
+colorlover==0.3.0
+colour==0.1.5
+community==1.0.0b1
+confection==0.1.4
+cons==0.4.6
+contextlib2==21.6.0
+contourpy==1.2.0
+cryptography==42.0.0
+cufflinks==0.17.3
+cupy-cuda12x==12.2.0
+cvxopt==1.3.2
+cvxpy==1.3.3
+cycler==0.12.1
+cymem==2.0.8
+cython==3.0.8
+dask==2023.8.1
+datascience==0.17.6
+db-dtypes==1.2.0
+dbus-python==1.2.18
+debugpy==1.6.6
+decorator==4.4.2
+defusedxml==0.7.1
+diskcache==5.6.3
+distributed==2023.8.1
+distro==1.7.0
+dlib==19.24.2
+dm-tree==0.1.8
+docker-pycreds==0.4.0
+docutils==0.18.1
+dopamine-rl==4.0.6
+duckdb==0.9.2
+earthengine-api==0.1.386
+easydict==1.11
+ecos==2.0.12
+editdistance==0.6.2
+eerepr==0.0.4
+en-core-web-sm==3.6.0
+entrypoints==0.4
+et-xmlfile==1.1.0
+etils==1.6.0
+etuples==0.3.9
+exceptiongroup==1.2.0
+fastai==2.7.13
+fastcore==1.5.29
+fastdownload==0.0.7
+fastjsonschema==2.19.1
+fastprogress==1.0.3
+fastrlock==0.8.2
+filelock==3.13.1
+fiona==1.9.5
+firebase-admin==5.3.0
+flask==2.2.5
+flatbuffers==23.5.26
+flax==0.7.5
+folium==0.14.0
+fonttools==4.47.2
+frozendict==2.4.0
+frozenlist==1.4.1
+fsspec==2023.6.0
+future==0.18.3
+gast==0.5.4
+gcsfs==2023.6.0
+gdal==3.4.3
+gdown==4.7.3
+geemap==0.30.4
+gensim==4.3.2
+geocoder==1.38.1
+geographiclib==2.0
+geopandas==0.13.2
+geopy==2.3.0
+gin-config==0.5.0
+gitdb==4.0.11
+gitpython==3.1.41
+glob2==0.7
+google-ai-generativelanguage==0.4.0
+google-api-core==2.11.1
+google-api-python-client==2.84.0
+google-auth-httplib2==0.1.1
+google-auth-oauthlib==1.2.0
+google-auth==2.17.3
+google-cloud-aiplatform==1.39.0
+google-cloud-bigquery-connection==1.12.1
+google-cloud-bigquery-storage==2.24.0
+google-cloud-bigquery==3.12.0
+google-cloud-core==2.3.3
+google-cloud-datastore==2.15.2
+google-cloud-firestore==2.11.1
+google-cloud-functions==1.13.3
+google-cloud-iam==2.13.0
+google-cloud-language==2.9.1
+google-cloud-resource-manager==1.11.0
+google-cloud-storage==2.8.0
+google-cloud-translate==3.11.3
+google-colab==1.0.0
+google-crc32c==1.5.0
+google-generativeai==0.3.2
+google-pasta==0.2.0
+google-resumable-media==2.7.0
+google==2.0.3
+googleapis-common-protos==1.62.0
+googledrivedownloader==0.4
+graphviz==0.20.1
+greenlet==3.0.3
+grpc-google-iam-v1==0.13.0
+grpcio-status==1.48.2
+grpcio==1.60.0
+gspread-dataframe==3.3.1
+gspread==3.4.2
+gym-notices==0.0.8
+gym==0.25.2
+h5netcdf==1.3.0
+h5py==3.9.0
+holidays==0.41
+holoviews==1.17.1
+html5lib==1.1
+httpimport==1.3.1
+httplib2==0.22.0
+huggingface-hub==0.20.3
+humanize==4.7.0
+hyperopt==0.2.7
+ibis-framework==7.1.0
+idna==3.6
+imageio-ffmpeg==0.4.9
+imageio==2.31.6
+imagesize==1.4.1
+imbalanced-learn==0.10.1
+imgaug==0.4.0
+importlib-metadata==7.0.1
+importlib-resources==6.1.1
+imutils==0.5.4
+inflect==7.0.0
+iniconfig==2.0.0
+install==1.3.5
+intel-openmp==2023.2.3
+ipyevents==2.0.2
+ipyfilechooser==0.6.0
+ipykernel==5.5.6
+ipyleaflet==0.18.1
+ipython-genutils==0.2.0
+ipython-sql==0.5.0
+ipython==7.34.0
+ipytree==0.2.2
+ipywidgets==7.7.1
+itsdangerous==2.1.2
+jax==0.4.23
+jaxlib==0.4.23+cuda12.cudnn89
+jeepney==0.7.1
+jieba==0.42.1
+jinja2==3.1.3
+joblib==1.3.2
+jsonpickle==3.0.2
+jsonschema-specifications==2023.12.1
+jsonschema==4.19.2
+jupyter-client==6.1.12
+jupyter-console==6.1.0
+jupyter-core==5.7.1
+jupyter-server==1.24.0
+jupyterlab-pygments==0.3.0
+jupyterlab-widgets==3.0.9
+kaggle==1.5.16
+kagglehub==0.1.6
+keras==2.15.0
+keyring==23.5.0
+kiwisolver==1.4.5
+langcodes==3.3.0
+launchpadlib==1.10.16
+lazr.restfulclient==0.14.4
+lazr.uri==1.0.6
+lazy-loader==0.3
+libclang==16.0.6
+librosa==0.10.1
+lida==0.0.10
+lightgbm==4.1.0
+lightning-utilities==0.10.1
+linkify-it-py==2.0.2
+llmx==0.0.15a0
+llvmlite==0.41.1
+locket==1.0.0
+logical-unification==0.4.6
+lxml==4.9.4
+malloy==2023.1067
+markdown-it-py==3.0.0
+markdown==3.5.2
+markupsafe==2.1.4
+matplotlib-inline==0.1.6
+matplotlib-venn==0.11.9
+matplotlib==3.7.1
+mdit-py-plugins==0.4.0
+mdurl==0.1.2
+minikanren==1.0.3
+missingno==0.5.2
+mistune==0.8.4
+mizani==0.9.3
+mkl==2023.2.0
+ml-dtypes==0.2.0
+mlxtend==0.22.0
+more-itertools==10.1.0
+moviepy==1.0.3
+mpmath==1.3.0
+msgpack==1.0.7
+multidict==6.0.4
+multipledispatch==1.0.0
+multitasking==0.0.11
+murmurhash==1.0.10
+music21==9.1.0
+natsort==8.4.0
+nbclassic==1.0.0
+nbclient==0.9.0
+nbconvert==6.5.4
+nbformat==5.9.2
+nest-asyncio==1.6.0
+networkx==3.2.1
+nibabel==4.0.2
+nltk==3.8.1
+notebook-shim==0.2.3
+notebook==6.5.5
+numba==0.58.1
+numexpr==2.8.8
+numpy==1.23.5
+oauth2client==4.1.3
+oauthlib==3.2.2
+opencv-contrib-python==4.8.0.76
+opencv-python-headless==4.9.0.80
+opencv-python==4.8.0.76
+openpyxl==3.1.2
+opt-einsum==3.3.0
+optax==0.1.8
+orbax-checkpoint==0.4.4
+osqp==0.6.2.post8
+packaging==23.2
+pandas-datareader==0.10.0
+pandas-gbq==0.19.2
+pandas-stubs==1.5.3.230304
+pandas==1.5.3
+pandocfilters==1.5.1
+panel==1.3.7
+param==2.0.2
+parso==0.8.3
+parsy==2.1
+partd==1.4.1
+pathlib-abc==0.1.1
+pathlib==1.0.1
+pathy==0.11.0
+patsy==0.5.6
+peewee==3.17.0
+pexpect==4.9.0
+pickleshare==0.7.5
+pillow==9.4.0
+pins==0.8.4
+pip-tools==6.13.0
+pip==23.1.2
+platformdirs==4.1.0
+plotly==5.15.0
+plotnine==0.12.4
+pluggy==1.3.0
+polars==0.20.2
+pooch==1.8.0
+portpicker==1.5.2
+prefetch-generator==1.0.3
+preshed==3.0.9
+prettytable==3.9.0
+proglog==0.1.10
+progressbar2==4.2.0
+prometheus-client==0.19.0
+promise==2.3
+prompt-toolkit==3.0.43
+prophet==1.1.5
+proto-plus==1.23.0
+protobuf==3.20.3
+psutil==5.9.5
+psycopg2==2.9.9
+ptyprocess==0.7.0
+py-cpuinfo==9.0.0
+py4j==0.10.9.7
+pyarrow-hotfix==0.6
+pyarrow==10.0.1
+pyasn1-modules==0.3.0
+pyasn1==0.5.1
+pycocotools==2.0.7
+pycparser==2.21
+pyct==0.5.0
+pydantic==1.10.14
+pydata-google-auth==1.8.2
+pydot-ng==2.0.0
+pydot==1.4.2
+pydotplus==2.0.2
+pydrive2==1.6.3
+pydrive==1.3.1
+pyerfa==2.0.1.1
+pygame==2.5.2
+pygments==2.16.1
+pygobject==3.42.1
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+pymc==5.7.2
+pymystem3==0.2.0
+pyopengl==3.1.7
+pyopenssl==24.0.0
+pyparsing==3.1.1
+pyperclip==1.8.2
+pyproj==3.6.1
+pyproject-hooks==1.0.0
+pyshp==2.3.1
+pysocks==1.7.1
+pytensor==2.14.2
+pytest==7.4.4
+python-apt==0.0.0
+python-box==7.1.1
+python-dateutil==2.8.2
+python-louvain==0.16
+python-slugify==8.0.1
+python-utils==3.8.1
+pytz==2023.3.post1
+pyviz-comms==3.0.1
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+qdldl==0.1.7.post0
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+ratelim==0.1.6
+referencing==0.32.1
+regex==2023.6.3
+requests-oauthlib==1.3.1
+requests==2.31.0
+requirements-parser==0.5.0
+rich==13.7.0
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+rpy2==3.4.2
+rsa==4.9
+safetensors==0.4.1
+scikit-image==0.19.3
+scikit-learn==1.2.2
+scipy==1.11.4
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+scs==3.2.4.post1
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+send2trash==1.8.2
+sentry-sdk==1.39.2
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+setuptools==67.7.2
+shapely==2.0.2
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+sklearn-pandas==2.2.0
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+smmap==5.0.1
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+snowballstemmer==2.2.0
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+sphinxcontrib-devhelp==1.0.6
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+sqlalchemy==2.0.24
+sqlglot==19.9.0
+sqlparse==0.4.4
+srsly==2.4.8
+stanio==0.3.0
+statsmodels==0.14.1
+sympy==1.12
+tables==3.8.0
+tabulate==0.9.0
+tbb==2021.11.0
+tblib==3.0.0
+tenacity==8.2.3
+tensorboard-data-server==0.7.2
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+tensorflow-datasets==4.9.4
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+tensorflow-gcs-config==2.15.0
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+tensorflow-io-gcs-filesystem==0.35.0
+tensorflow-metadata==1.14.0
+tensorflow-probability==0.22.0
+tensorflow==2.15.0
+tensorstore==0.1.45
+termcolor==2.4.0
+terminado==0.18.0
+text-unidecode==1.3
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+tf-slim==1.1.0
+thinc==8.1.12
+threadpoolctl==3.2.0
+tifffile==2023.12.9
+tinycss2==1.2.1
+tokenizers==0.15.1
+toml==0.10.2
+tomli==2.0.1
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+torch==2.1.0+cu121
+torchaudio==2.1.0+cu121
+torchdata==0.7.0
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+werkzeug==3.0.1
+wheel==0.42.0
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