tcbench

View on PyPIReverse Dependencies (0)

0.0.22 tcbench-0.0.22-py3-none-any.whl

Wheel Details

Project: tcbench
Version: 0.0.22
Filename: tcbench-0.0.22-py3-none-any.whl
Download: [link]
Size: 115145
MD5: b27e29a632b44482d8acc8130106711a
SHA256: 72b3b1b8d421eca6c8c1c6dee826ec7564a924a7c2e633fdb884089c7986fa9a
Uploaded: 2023-10-21 19:22:21 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: tcbench
Version: 0.0.22
Summary: A ML/DL framework for Traffic Classification
Author-Email: Alessandro Finamore <alessandro.finamore[at]huawei.com>
Project-Url: Homepage, https://tcbenchstack.github.io/tcbench/
License: MIT License Copyright (c) 2023 tcbenchstack Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Keywords: machine learning,deep learning,traffic classification,time series
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.9
Requires-Dist: aim (==3.17.4)
Requires-Dist: autorank
Requires-Dist: click
Requires-Dist: dask (<=2023.5.1)
Requires-Dist: distributed
Requires-Dist: numpy
Requires-Dist: pandas (==2.0.2)
Requires-Dist: pyarrow (==12.0.0)
Requires-Dist: pyyaml
Requires-Dist: requests
Requires-Dist: rich
Requires-Dist: rich-click
Requires-Dist: scikit-learn
Requires-Dist: statsmodels
Requires-Dist: torch (==2.0.1)
Requires-Dist: torchsummary
Requires-Dist: torchvision (==0.15.2)
Requires-Dist: xgboost (==1.7.5)
Requires-Dist: black; extra == "dev"
Requires-Dist: bumpver; extra == "dev"
Requires-Dist: click-plugins; extra == "dev"
Requires-Dist: isort; extra == "dev"
Requires-Dist: jupyterlab; extra == "dev"
Requires-Dist: matplotlib; extra == "dev"
Requires-Dist: mkdocs; extra == "dev"
Requires-Dist: mkdocs-autorefs; extra == "dev"
Requires-Dist: mkdocs-glightbox; extra == "dev"
Requires-Dist: mkdocs-jupyter; extra == "dev"
Requires-Dist: mkdocs-material; extra == "dev"
Requires-Dist: mkdocs-material-extensions; extra == "dev"
Requires-Dist: mkdocs-table-reader-plugin; extra == "dev"
Requires-Dist: mkdocstrings; extra == "dev"
Requires-Dist: mkdocstrings-python; extra == "dev"
Requires-Dist: pip-tools; extra == "dev"
Requires-Dist: pytest; extra == "dev"
Requires-Dist: pytest-helpers-namespace; extra == "dev"
Requires-Dist: seaborn; extra == "dev"
Provides-Extra: dev
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 4294 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.41.2)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
tcbench/FIGSHARE_RESOURCES.yml sha256=uY6iI_xOnEirEAaMeUXCnWMpDjS8HVzK2l29D5u3mj8 490
tcbench/__init__.py sha256=R5NIgLfY-jDgB54u17B5sWY8HyVge60GJqpfUd7zAWY 1213
tcbench/cli/__init__.py sha256=8AdURKlHGF-YQaWTovCKv-Y-KdnXeoPwT6gh-ymmq-0 329
tcbench/cli/clickutils.py sha256=F1j4SWjxbNKm34YQEgEy6589sgT2H-hmJquMNG7Ngr8 1868
tcbench/cli/command_aimrepo.py sha256=YLbZMhvH7rGXTSPVuF1A0VPptAe5MPTBpFKIsawjGrc 13822
tcbench/cli/command_campaign.py sha256=-7k_JxaqAibgq1bMfAGZqo1zU6xcrM3uLTpudGE9pY0 15299
tcbench/cli/command_datasets.py sha256=2pwK4SW3D_G2Dg7YO84qXJhsBd5DYxBrHnJN46NUeoQ 6947
tcbench/cli/command_fetchartifacts.py sha256=COECjubFF61czr3EbrerL0Ek1b3c5dTK5NrDmW3M_0o 2002
tcbench/cli/command_singlerun.py sha256=7_C_Co5EqbuZTN8LaeU-lJxudsPmCis6IwgO2UvZtDQ 16876
tcbench/cli/main.py sha256=J6svH-nwslW5ee6-BgLkcUyp67tehwUg0nDdA3cEiJI 966
tcbench/cli/rich.theme sha256=sdZl7LU2mRFRSSXBlbs9q5qPGoQlZLKW0gqhIKHeCug 801
tcbench/cli/richutils.py sha256=DOQiO7OqkbPrfdKVKaNBTFJK05LMilCRkGGbJ-su1X0 4189
tcbench/libtcdatasets/__init__.py sha256=Al17zL5sW7hJuQxQCNO7SViw4dtUor5Bi3-YpB5HTIg 387
tcbench/libtcdatasets/datasets_utils.py sha256=eS7V3ryRYsL5mFTPBtGvvec0P4D0crAjQht43bM5uuE 24147
tcbench/libtcdatasets/mirage19_generate_splits.py sha256=Zv63-85n4LxgCd_L3So6tOSOMRMvyGn1Bwf5w9_b4xI 6172
tcbench/libtcdatasets/mirage19_json_to_parquet.py sha256=O5zkqxRKN2wPg8UXXx8aQvL4rY7r_XaYw5YqW75IIOk 8872
tcbench/libtcdatasets/mirage22_generate_splits.py sha256=PU2gS5VM1p_e2diwBM84omtImE_jVZx7Y8DSJnT_M6M 7819
tcbench/libtcdatasets/mirage22_json_to_parquet.py sha256=Z4azfKbH-9_lTmMq3Xq25JIRRHfd0H3_nDWgnJ9Q47g 1505
tcbench/libtcdatasets/ucdavis_icdm19_csv_to_parquet.py sha256=JOAcTdoK2Wofq9zzKgYy2kjyw3LmDcWDn8tkm1RICfs 6202
tcbench/libtcdatasets/ucdavis_icdm19_generate_splits.py sha256=f1iOATR15GOcFI4jP3EzUSRQo6-o-IEFBuOc6aQyYew 3999
tcbench/libtcdatasets/utmobilenet21_csv_to_parquet.py sha256=9i8DparS1EsA-L6aWQMDzfjE8jRR2vJQT6FVEbSyT6k 13546
tcbench/libtcdatasets/utmobilenet21_generate_splits.py sha256=sUXLiQm9TP7fRPTyKbwgAYo_TKeoy5TMLxT5LDSXxGI 5549
tcbench/libtcdatasets/resources/DATASETS.yml sha256=walI6nXQt_zLuS7M5JJSuOpDsBUYpyB4sxcaI1Y5YiI 1440
tcbench/libtcdatasets/resources/DATASETS_FILES_MD5.yml sha256=0xY8njZlKvUS4LF7IrbpF8OG_RvnMA1ZsDGKTP81DXE 1493
tcbench/libtcdatasets/resources/mirage19.yml sha256=0teK-DlvA03K53-rn8VCODetKQDMIR821F-_B525B98 17702
tcbench/libtcdatasets/resources/mirage22.yml sha256=VjSA40PIWkX1a2hR2r8wXLByUMxik5R8sju6-e7FWY4 19380
tcbench/libtcdatasets/resources/ucdavis-icdm19.yml sha256=jbZCkc5j-hBws9JavuyHKa_unfRK7Jh_X2wodPwp2jU 968
tcbench/libtcdatasets/resources/utmobilenet21.yml sha256=9vRDYrJQacQ6Gj68R-JtutTzeyFCKLSthp2duvhpoPo 3506
tcbench/modeling/__init__.py sha256=nTNmCcKgq53Dbx7pCO0k8AQbjzLzCdVkera16CDyKc0 953
tcbench/modeling/aimutils.py sha256=tph3Ap35wo9IAgd9sDoh-MhdyIC3FyrJJH7ZE7HGoP8 10098
tcbench/modeling/augmentation.py sha256=7nYZpDcmM03h0IskZ7E9qhyfuYHWdQJ4bto8_SFygwg 15490
tcbench/modeling/backbone.py sha256=DZFpww7J9L23hyR7WD8zxk9_WaqJSrROnFS0BKOIRhE 14448
tcbench/modeling/dataprep.py sha256=oVDxY49zn_RzQHUPAY6aqKDXxVEHDZg7aN9y4OM9dd8 66698
tcbench/modeling/losses.py sha256=Uv3IS2GdSGVZDgLofveLw1kTuca11_lfJ_BUDgRp-tk 5538
tcbench/modeling/methods.py sha256=OPfj1RzuIyqLh_e-VOpR7B-ozSgFvT2yDbIgl-kIdPA 49000
tcbench/modeling/run_augmentations_at_loading.py sha256=yO7n54_BcrE-FrtesUKN1mLrVZcwEqM97rxJ_AEd4TA 18069
tcbench/modeling/run_augmentations_at_loading_xgboost.py sha256=YG0JaNhWp2fIpwu9he_ItOuuLf78ivlCP-uLgAz6YNI 15113
tcbench/modeling/run_campaign_augmentations_at_loading.py sha256=7eyKUg2sZ-Lq-jWhS_uVFw8lQoh5pK--RfvySocmeow 10280
tcbench/modeling/run_campaign_augmentations_at_loading_xgboost.py sha256=k8_C2dk6-lhRQMsJ4yUKkNkqGW23ZTQrMXO4q2oDwiU 8879
tcbench/modeling/run_campaign_contrastive_learning_and_finetune.py sha256=jKZLPWVLixkh2t3bNhwIuAReNtuZjaJwoMoXLg0xCf0 10925
tcbench/modeling/run_contrastive_learning_and_finetune.py sha256=sbsv6TY_gOcOQGn6rEch8XlK-nFmqKP-2l5R_bNmrhE 21201
tcbench/modeling/utils.py sha256=ZMIcX0g4AsAsSagGDGZK6co221tt3B3ckrNKGX4l0bU 7939
tcbench/scripts/generate_datasets_schemas.py sha256=ahsZLYAZNmddmyLcjMnGGt5HfC59wz7bt_5eUw8PTHw 18727
tcbench-0.0.22.dist-info/LICENSE sha256=65FbRbS0I8uTu86VVNK8D11aRgX5l7FOarTMke7elhk 1069
tcbench-0.0.22.dist-info/METADATA sha256=YroCVaHygRJbWCe3kiiIY6Zi3WSH9ti7UfzDABFdf6A 7458
tcbench-0.0.22.dist-info/WHEEL sha256=yQN5g4mg4AybRjkgi-9yy4iQEFibGQmlz78Pik5Or-A 92
tcbench-0.0.22.dist-info/entry_points.txt sha256=N58QvVllntJ532NTBu3u_CzsLWKeAaVZ4VHATLwz19w 50
tcbench-0.0.22.dist-info/top_level.txt sha256=9_Q_jLHS1060FSNH_5w4VLxWrHrYyOskc3N4UYrNQSU 8
tcbench-0.0.22.dist-info/RECORD

top_level.txt

tcbench

entry_points.txt

tcbench = tcbench.cli.main:main