Wheelodex » Projects » snowflake-ml-python

snowflake-ml-python

View on PyPI — Reverse Dependencies (2)

1.5.0 snowflake_ml_python-1.5.0-py3-none-any.whl

Wheel Details

Project: snowflake-ml-python
Version: 1.5.0
Filename: snowflake_ml_python-1.5.0-py3-none-any.whl
Download: [link]
Size: 1897128
MD5: 861dd0bce815d5238007a832acbfad5b
SHA256: 5e164bd9011f945e5b50988d38219e4453fbad3f29a9867ae6a1403d4a982baa
Uploaded: 2024-05-01 20:03:45 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: snowflake-ml-python
Version: 1.5.0
Summary: The machine learning client library that is used for interacting with Snowflake to build machine learning solutions.
Author-Email: "Snowflake, Inc" <support[at]snowflake.com>
Project-Url: Homepage, https://github.com/snowflakedb/snowflake-ml-python
Project-Url: Documentation, https://docs.snowflake.com/developer-guide/snowpark-ml
Project-Url: Repository, https://github.com/snowflakedb/snowflake-ml-python
Project-Url: Issues, https://github.com/snowflakedb/snowflake-ml-python/issues
Project-Url: Changelog, https://github.com/snowflakedb/snowflake-ml-python/blob/master/CHANGELOG.md
License: Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 1. Definitions. "License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document. "Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License. "Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity. "You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License. "Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files. "Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types. "Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below). "Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof. "Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution." "Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work. 2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form. 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed. 4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions: (a) You must give any other recipients of the Work or Derivative Works a copy of this License; and (b) You must cause any modified files to carry prominent notices stating that You changed the files; and (c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and (d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License. You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License. 5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions. 6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file. 7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License. 8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages. 9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS APPENDIX: How to apply the Apache License to your work. To apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets "[]" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same "printed page" as the copyright notice for easier identification within third-party archives. Copyright (c) 2012-2023 Snowflake Computing, Inc. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.
Classifier: Development Status :: 5 - Production/Stable
Classifier: Environment :: Console
Classifier: Environment :: Other Environment
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Information Technology
Classifier: Intended Audience :: System Administrators
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Database
Classifier: Topic :: Software Development
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Application Frameworks
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Requires-Python: <3.12,>=3.8
Requires-Dist: absl-py (<2,>=0.15)
Requires-Dist: anyio (<4,>=3.5.0)
Requires-Dist: cachetools (<6,>=3.1.1)
Requires-Dist: catboost (<1.3,>=1.2.0)
Requires-Dist: cloudpickle (>=2.0.0)
Requires-Dist: fsspec[http] (<2024,>=2022.11)
Requires-Dist: importlib-resources (<7,>=6.1.1)
Requires-Dist: numpy (<2,>=1.23)
Requires-Dist: packaging (<24,>=20.9)
Requires-Dist: pandas (<3,>=1.0.0)
Requires-Dist: pyarrow
Requires-Dist: pytimeparse (<2,>=1.1.8)
Requires-Dist: pyyaml (<7,>=6.0)
Requires-Dist: retrying (<2,>=1.3.3)
Requires-Dist: s3fs (<2024,>=2022.11)
Requires-Dist: scikit-learn (<1.4,>=1.2.1)
Requires-Dist: scipy (<2,>=1.9)
Requires-Dist: snowflake-connector-python[pandas] (<4,>=3.5.0)
Requires-Dist: snowflake-snowpark-python (!=1.12.0,<2,>=1.11.1)
Requires-Dist: sqlparse (<1,>=0.4)
Requires-Dist: typing-extensions (<5,>=4.1.0)
Requires-Dist: xgboost (<2,>=1.7.3)
Requires-Dist: lightgbm (<4.2,>=3.3.5); extra == "all"
Requires-Dist: mlflow (<2.4,>=2.1.0); extra == "all"
Requires-Dist: peft (<1,>=0.5.0); extra == "all"
Requires-Dist: sentence-transformers (<3,>=2.2.2); extra == "all"
Requires-Dist: sentencepiece (<0.2,>=0.1.95); extra == "all"
Requires-Dist: shap (==0.42.1); extra == "all"
Requires-Dist: tensorflow (<3,>=2.10); extra == "all"
Requires-Dist: tokenizers (<1,>=0.10); extra == "all"
Requires-Dist: torch (<3,>=2.0.1); extra == "all"
Requires-Dist: torchdata (<1,>=0.4); extra == "all"
Requires-Dist: transformers (<5,>=4.32.1); extra == "all"
Requires-Dist: lightgbm (<4.2,>=3.3.5); extra == "lightgbm"
Requires-Dist: peft (<1,>=0.5.0); extra == "llm"
Requires-Dist: mlflow (<2.4,>=2.1.0); extra == "mlflow"
Requires-Dist: shap (==0.42.1); extra == "shap"
Requires-Dist: tensorflow (<3,>=2.10); extra == "tensorflow"
Requires-Dist: torch (<3,>=2.0.1); extra == "torch"
Requires-Dist: torchdata (<1,>=0.4); extra == "torch"
Requires-Dist: sentence-transformers (<3,>=2.2.2); extra == "transformers"
Requires-Dist: sentencepiece (<0.2,>=0.1.95); extra == "transformers"
Requires-Dist: tokenizers (<1,>=0.10); extra == "transformers"
Requires-Dist: transformers (<5,>=4.32.1); extra == "transformers"
Provides-Extra: all
Provides-Extra: lightgbm
Provides-Extra: llm
Provides-Extra: mlflow
Provides-Extra: shap
Provides-Extra: tensorflow
Provides-Extra: torch
Provides-Extra: transformers
Description-Content-Type: text/markdown
License-File: LICENSE.txt
[Description omitted; length: 33059 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.43.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
snowflake/cortex/__init__.py sha256=CAUk94eXmNBXXaiLg-yNodyM2FPHvacErKtdVQYqtRM 360
snowflake/cortex/_complete.py sha256=C2wLk5RMtg-d2bkdbQKou6U8nvR8g3vykpCkH9-gF9g 1226
snowflake/cortex/_extract_answer.py sha256=4tiz4pUisw035ZLmCQDcGuwoT-jFpuo5dzrQYhvYHCA 1358
snowflake/cortex/_sentiment.py sha256=7X_a8qJNFFgn-Y1tjwMDkyNJHz5yYl0PvnezVCc4TsM 1149
snowflake/cortex/_summarize.py sha256=DJRxUrPrTVmtQNgus0ZPF1z8nPmn4Rs5oL3U25CfXxQ 1075
snowflake/cortex/_translate.py sha256=JPMIXxHTgJPfJqT5Hw_WtYM6FZ8NuQufZ4XR-M8wnyo 1420
snowflake/cortex/_util.py sha256=0xDaDSctenhuj59atZenZp5q9zuhji0WQ77KPjqqNoc 1557
snowflake/ml/version.py sha256=3R9EThHATDpTgUWWErtoGeHWTDLDz1F9kgtQ7lMuM80 16
snowflake/ml/_internal/env.py sha256=kCrJTRnqQ97VGUVI1cWUPD8HuBWeL5vOOtwUR0NB9Mg 161
snowflake/ml/_internal/env_utils.py sha256=aqaF-bXPUvXxONfMRxIuH-JKyu3oWkRqyC_1jDEmK4Y 27629
snowflake/ml/_internal/file_utils.py sha256=OyXHv-UcItiip1YgLnab6etonUQkYuyDtmplZA0CaoU 13622
snowflake/ml/_internal/init_utils.py sha256=U-oPOtyVf22hCwDH_CH2uDr9yuN6Mr3kwQ_yRAs1mcM 2696
snowflake/ml/_internal/migrator_utils.py sha256=k3erO8x3YJcX6nkKeyJAUNGg1qjE3RFmD-W6dtLzIH0 161
snowflake/ml/_internal/telemetry.py sha256=oM7dDcs1GKgxKP2UM7va1j1YfQGISFiGYyiT9zM7Yxc 22763
snowflake/ml/_internal/type_utils.py sha256=0AjimiQoAPHGnpLV_zCR6vlMR5lJ8CkZkKFwiUHYDCo 2168
snowflake/ml/_internal/container_services/image_registry/credential.py sha256=nShNgIb2yNu9w6vceOY3aSgjpuOoi0spWWmvgEafPSk 3291
snowflake/ml/_internal/container_services/image_registry/http_client.py sha256=_zqPPp76Vk0jQ8eVK0OJ4mJgcWsdY4suUd1P7Orqmm8 5214
snowflake/ml/_internal/container_services/image_registry/imagelib.py sha256=Vh684uUZfwGGnxO-BZ4tRGa50l2uGM-4WfTg6QftlMY 14537
snowflake/ml/_internal/container_services/image_registry/registry_client.py sha256=Zic4bF67DMqEZbQMHffyeNoa83-FhswpZx02iBMjyrc 9115
snowflake/ml/_internal/exceptions/dataset_error_messages.py sha256=h7uGJbxBM6se-TW_64LKGGGdBCbwflzbBnmijWKX3Gc 285
snowflake/ml/_internal/exceptions/dataset_errors.py sha256=wZTPKZRJSYsfeTs0vDL8r4bFFSP_9ob8XinMgPi63RM 762
snowflake/ml/_internal/exceptions/error_codes.py sha256=eMgsEfIYFQesK_pqLIsyxRZojz8Ke9DTlA5ni60RLv4 5453
snowflake/ml/_internal/exceptions/error_messages.py sha256=vF9XOWJoBuKvFxBkGcDelhXK1dipzTt-AdK4NkCbwTo 47
snowflake/ml/_internal/exceptions/exceptions.py sha256=ub0fthrNTVoKhpj1pXnKRfO1Gqnmbe7wY51vaoEOp5M 1653
snowflake/ml/_internal/exceptions/fileset_error_messages.py sha256=dqPpRu0cKyQA_0gahvbizgQBTwNhnwveN286JrJLvi8 419
snowflake/ml/_internal/exceptions/fileset_errors.py sha256=ZJfkpeDgRIw3qA876fk9FIzxIrm-yZ8I9RXUbzaeM84 1040
snowflake/ml/_internal/exceptions/modeling_error_messages.py sha256=q1Nh7KvnUebdKCwwAPmotdAVS578CgAXcfDOfKoweVw 665
snowflake/ml/_internal/human_readable_id/adjectives.txt sha256=5o4MbVeHoELAqyLpyuKleOKR47jPjC_nKoziOIZMwT0 804
snowflake/ml/_internal/human_readable_id/animals.txt sha256=GDLzMwzxiL07PhIMxw4t89bhYqqg0bQfPiuQT8VNeME 837
snowflake/ml/_internal/human_readable_id/hrid_generator.py sha256=LYWB86qZgsVBvnc6Q5VjfDOmnGSQU3cTRKfId_nJSPY 1341
snowflake/ml/_internal/human_readable_id/hrid_generator_base.py sha256=D1yoVG1vmAFUhWQ5xCRRU6HCCBPbXHpOXagFd0jK0O8 4519
snowflake/ml/_internal/lineage/data_source.py sha256=D24FdR6Wq_PdUuCsBDvSMCr5CfHqpMamrc8-F5iZVJ0 214
snowflake/ml/_internal/lineage/dataset_dataframe.py sha256=qbEXgkHxzx6zZzJCGpIhFV7-OdAuA_qrO9AixxyxHSk 1712
snowflake/ml/_internal/utils/formatting.py sha256=PswZ6Xas7sx3Ok1MBLoH2o7nfXOxaJqpUPg_UqXrQb8 3676
snowflake/ml/_internal/utils/identifier.py sha256=eokEDF7JIML2gm_3FfknPdPR9aBT3woweA5S4z_46-E 10925
snowflake/ml/_internal/utils/import_utils.py sha256=eexwIe7auT17s4aVxAns7se0_K15rcq3O17MkIvDpPI 2068
snowflake/ml/_internal/utils/log_stream_processor.py sha256=pBf8ycEamhHjEzUT55Rx_tFqSkYRpD5Dt71Mx9ZdaS8 1001
snowflake/ml/_internal/utils/parallelize.py sha256=Q6_-P2t4DoYNO8DyC1kOl7H3qNL-bUK6EgtlQ_b5ThY 4534
snowflake/ml/_internal/utils/pkg_version_utils.py sha256=tpu6B0HKpbT-svvU2Pbz7zNqzg-jgoSmwYvtTzXYyzw 5857
snowflake/ml/_internal/utils/query_result_checker.py sha256=h1nbUImdB9lSNCON3uIA0xCm8_JrS-TE-jQXJJs9WfU 10668
snowflake/ml/_internal/utils/result.py sha256=59Sz6MvhjakUNiONwg9oi2544AmORCJR3XyWTxY2vP0 2405
snowflake/ml/_internal/utils/retryable_http.py sha256=1GCuQkTGO4sX-VRbjy31e4_VgUjqsp5Lh2v5tSJjVK8 1321
snowflake/ml/_internal/utils/session_token_manager.py sha256=qXRlE7pyw-Gb0q_BmTdWZEu9pCq2oRNuJBoqfKD9QDQ 1727
snowflake/ml/_internal/utils/snowflake_env.py sha256=Mrov0v95pzVUeAe7r1e1PtlIco9ytj5SGAuUWORQaKs 2927
snowflake/ml/_internal/utils/snowpark_dataframe_utils.py sha256=HPyWxj-SwgvWUrYR38BkBtx813eMqz5wmQosgc1sce0 5403
snowflake/ml/_internal/utils/spcs_attribution_utils.py sha256=9XPKe1BDkWhnGuHDXBHE4FP-m3U22lTZnrQLsHGFhWU 4292
snowflake/ml/_internal/utils/sql_identifier.py sha256=CHTxr3qtc1ygNkA5oOQQa-XEoosw5sjfHe7J4WZlkDQ 3270
snowflake/ml/_internal/utils/table_manager.py sha256=jHGfl0YSqhFLL7DOOQkjUMzTmLkqFDIM7Gs0LBQw8BM 4384
snowflake/ml/_internal/utils/temp_file_utils.py sha256=7JNib0DvjxW7Eu3bimwAHibGosf0u8W49HEc49BghF8 1402
snowflake/ml/_internal/utils/uri.py sha256=pvskcWoeS0M66DaU2XlJzK9wce55z4J5dn5kTy_-Tqs 2828
snowflake/ml/dataset/__init__.py sha256=jyoLosJL9mTWTULTqJB3WaDS77-zsPcdoWDTNxyN-rY 236
snowflake/ml/dataset/dataset.py sha256=V6QeEN8WatRnpoXRss950ISKiE0hKrJg7PCFkHKmfYo 20863
snowflake/ml/dataset/dataset_factory.py sha256=qdS6jX8uiCpW5TIKnZ-_2HRfWN3c_N1bZ6lBC1bLy5g 1712
snowflake/ml/dataset/dataset_metadata.py sha256=lvaYd1sNOgWcXD1q_-J7fQZ0ndOC8guR9IgKpChBcFA 3992
snowflake/ml/dataset/dataset_reader.py sha256=0Vgr_xV4YIBewPeymGNpaSCA7AVZcCgyq8pSuSwc2Ys 8205
snowflake/ml/feature_store/__init__.py sha256=dYtqk_GD_hAAZjGfH1maWlZQ30h4hu_KGaf-_y9_AD8 298
snowflake/ml/feature_store/entity.py sha256=dCpzLC3jrt5wDHqFYJXbAYkMiZ0zEmiVDMGkks6MXkA 3378
snowflake/ml/feature_store/feature_store.py sha256=SrJkB_9Y6clbw6jCWmKvjGoZ78PU2hzUSnHTVnTfDKo 76062
snowflake/ml/feature_store/feature_view.py sha256=Epqmm5QiK6jdgrgE-x54Lq1B6VBocFLAVk5bt13eyYg 18624
snowflake/ml/fileset/embedded_stage_fs.py sha256=gzMX6RbU_K9jCy1zEfF0YZ7nZSVHW4b3UTVAuAn-etY 5740
snowflake/ml/fileset/fileset.py sha256=QRhxLeKf1QBqvXO4RyyRd1c8TixhYpHuBEII8Qi3C_M 26201
snowflake/ml/fileset/parquet_parser.py sha256=sjyRB59cGBzSzvbcYLvu_ApMPtrR-zwZsQkxekMR4FA 6884
snowflake/ml/fileset/sfcfs.py sha256=a77UJFz5Ve9s_26QpcOOoFNOBIKN91KmhYVTQkafn0c 15344
snowflake/ml/fileset/snowfs.py sha256=qwBbmMh5mGneO3scriERbdWJ8e717NfkUMXAz2Y4Dhg 6914
snowflake/ml/fileset/stage_fs.py sha256=yKMbPlc4chLG2svHKYy7tlefq6hy7kvnefHGunE7DPA 18408
snowflake/ml/fileset/tf_dataset.py sha256=K8jafWBsyRaIYEmxaYAYNDj3dLApK82cg0Mlx52jX8I 3849
snowflake/ml/fileset/torch_datapipe.py sha256=O2irHckqLzPDnXemEbAEjc3ZCVnLufPdPbt9WKYiBp0 2386
snowflake/ml/model/__init__.py sha256=KgZmgLHXmkmEU5Q7pzYQlpfvIll4SRTSiT9s4RjeleI 393
snowflake/ml/model/_api.py sha256=u2VUcZ0OK4b8DtlqB_IMaT8EWt_onRVaw3VaWAm4OA4 22329
snowflake/ml/model/custom_model.py sha256=xvu7WZ1YmOdvuPePyAj6qMwKq-HNeVV9bNfkOT09CRI 8267
snowflake/ml/model/deploy_platforms.py sha256=r6cS3gTNWG9i4P00fHehY6Q8eBiNva6501OTyp_E5m0 144
snowflake/ml/model/model_signature.py sha256=UQSGieGJcnmC02V4feCYMdhMXnGoOUa9KBuDrbeivBM 29342
snowflake/ml/model/type_hints.py sha256=aUg_1xNtzdH2_kH48v918jbpEnHPNIn6MmfrwdvYvdg 12705
snowflake/ml/model/_client/model/model_impl.py sha256=vyjPVoiEUFLW_XGz2tMXHBOk0_yDI5DgnDq3RTmQuW0 13623
snowflake/ml/model/_client/model/model_version_impl.py sha256=92uLtim0rZAngg1D0GSFNhPH1QDwZaT6jxOg_rRKcL4 17320
snowflake/ml/model/_client/ops/metadata_ops.py sha256=XFNolmueu0nC3nAjb2Lj3v1NffDAhAq0JWMek9JVO38 4094
snowflake/ml/model/_client/ops/model_ops.py sha256=J96RRYHOxtO3ScQZYS176Mr4B1BDuWh7UwH-2cSIgng 23490
snowflake/ml/model/_client/sql/model.py sha256=dem_jSDQb16bW0U0PvtNbR48XEiceo-sKn86dNFoXBs 5687
snowflake/ml/model/_client/sql/model_version.py sha256=HKAiIWvqWtcADUSMXUtAISGj-z8AJFbxGSBackuo3N0 14290
snowflake/ml/model/_client/sql/stage.py sha256=4zP8aO6cv0IDrZEqhkheNWwy4qBuv1qyGLwMFSW-7EI 1497
snowflake/ml/model/_client/sql/tag.py sha256=RYvblBfQmK4xmLF0pz0BNUd9wddqlfHtEK1JRRpJGPE 4646
snowflake/ml/model/_deploy_client/image_builds/base_image_builder.py sha256=clCaoO0DZam4X79UtQV1ZuMQtTezAJkhLu9ViAX18Xk 302
snowflake/ml/model/_deploy_client/image_builds/client_image_builder.py sha256=G74D9lV2B3d544YzFN-YrjPkaST7tbQeh-rM17dtoJc 10681
snowflake/ml/model/_deploy_client/image_builds/docker_context.py sha256=7uhAJsHsk7LbiZv_w3xOCE2O88rTUVnS3_B6OAz-JG4 6129
snowflake/ml/model/_deploy_client/image_builds/gunicorn_run.sh sha256=1pntXgqFthW4gdomqlyWx9CJF-Wqv8VMoLkgSiTHEJ0 1578
snowflake/ml/model/_deploy_client/image_builds/server_image_builder.py sha256=SNXqUBkI_tPAgdnLrQW10smG_7O_DGwAuK3dLFE-wJA 10095
snowflake/ml/model/_deploy_client/image_builds/inference_server/main.py sha256=Ltk7KrYsp-nrghMhbMWKqi3snU8inbqmKLHFFyBCeBY 11148
snowflake/ml/model/_deploy_client/image_builds/templates/dockerfile_template sha256=8jYNmQfGw7bJgHCEd3iK9Tj68ne_x5U0hWhgKqPxEXw 1783
snowflake/ml/model/_deploy_client/image_builds/templates/image_build_job_spec_template sha256=g8mEvpJmwQ9OnAkZomeErPQ6h4OJ5NdtRCoylyIp7f4 1225
snowflake/ml/model/_deploy_client/image_builds/templates/kaniko_shell_script_template sha256=nEK7fqo_XHJEVKLNe--EkES4oiDm7M5E9CacxGItFU0 3633
snowflake/ml/model/_deploy_client/snowservice/deploy.py sha256=3Jn--iC5_dP_lJLWVShPvivH7EccT9AUWBX2tOavjYU 29286
snowflake/ml/model/_deploy_client/snowservice/deploy_options.py sha256=X4ncWgcgS9DKaNDiauOR9aVC6D27yb3DNouXDEHEjMQ 5989
snowflake/ml/model/_deploy_client/snowservice/instance_types.py sha256=YHI5D7UXNlEbV_Bzk0Nq6nrzfv2VUJfxwchLe7hY-lA 232
snowflake/ml/model/_deploy_client/snowservice/templates/service_spec_template sha256=hZX8XYPAlEU2R6JhZLj46js91g7XSfe2pysflCYH4HM 734
snowflake/ml/model/_deploy_client/snowservice/templates/service_spec_template_with_model sha256=2SUfeKVOSuZJgY6HZLi0m80ZrOzofjABbnusUl_JT1U 540
snowflake/ml/model/_deploy_client/utils/constants.py sha256=Ip_2GgsCYRXj_mD4MUdktQRlYGkqOXoznE49oignd7Y 1696
snowflake/ml/model/_deploy_client/utils/snowservice_client.py sha256=k0SulzWdttRvJkyuXM59aluEVgQg8Qd7XZUUpEBKuO4 11671
snowflake/ml/model/_deploy_client/warehouse/deploy.py sha256=yZR9M76oh6JbPQJHb6t3wGO3wuD04w0zLEXiEyZW_tg 8358
snowflake/ml/model/_deploy_client/warehouse/infer_template.py sha256=1THMd6JX1nW-OozECyxXbn9HJXDgNBUIdhfC9ODPDWY 3011
snowflake/ml/model/_model_composer/model_composer.py sha256=QSliEFs-wr9LguSTkQWIA9Nbw_9mOsHpUnanVsgV3Qs 7325
snowflake/ml/model/_model_composer/model_manifest/model_manifest.py sha256=5tMz0d7t9f0oJAEAOXC4BDDpMNAV4atKoK9C66ZHgvU 5667
snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py sha256=PsRVrOt15Zr-t2K64_GK5aHjTWN4yLgixRqaYchY2rA 2530
snowflake/ml/model/_model_composer/model_method/function_generator.py sha256=2B-fykyanYlGWA4Ie2nOwXx2N5D2qZEvTbbPuSSreeI 1837
snowflake/ml/model/_model_composer/model_method/infer_function.py_template sha256=QpQXAIKDs9cotLOL0JdI6xLet1QJU7KtaF7O10nDQcs 2291
snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template sha256=gex5if17PZ6t6fPcr2i_LO_3IRY03Ykcv_XAyKJt8pg 2170
snowflake/ml/model/_model_composer/model_method/model_method.py sha256=cr5soVDesBm19tjDG6lHLN6xrxj_uwPv1lKt8FgpM-c 6682
snowflake/ml/model/_packager/model_handler.py sha256=wMPGOegXx5GgiSA81gbKpfODosdj2mvD1bFbeN4OmNc 2642
snowflake/ml/model/_packager/model_packager.py sha256=6YQkmE5LCYIni7bKLMc9yDyS_ozdWuvExh5Wt7Ez2uY 5836
snowflake/ml/model/_packager/model_env/model_env.py sha256=3FTftb2OMqCjushFLBISbF6E4z2CQ8G_rNewf-ahVGQ 18312
snowflake/ml/model/_packager/model_handlers/_base.py sha256=-FfoDfULcfFRizya5ZHOjx48_w04Zy4eLEqOOrQIDHM 6033
snowflake/ml/model/_packager/model_handlers/_utils.py sha256=KKwS93yZnrUr2JERuRGWpzxCWwD6LOCCvR3ZfjZTnyQ 2622
snowflake/ml/model/_packager/model_handlers/catboost.py sha256=FC0Yw2QDknaR9jdzncTI4QckozT-y87hWSHsqQYHLTs 8142
snowflake/ml/model/_packager/model_handlers/custom.py sha256=y5CHdEeKWAO08uor2OtEob4-67zv1CVfRf1CLvBHN40 7325
snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py sha256=Z7vZ5zhZByLVPfNdSkhgzBot1Y8UBOM3ITj3Qfway3A 19985
snowflake/ml/model/_packager/model_handlers/lightgbm.py sha256=PWPdpOdden2vfloXZA5sA20b2dCBiGO1-NfJ8atH-Uc 8445
snowflake/ml/model/_packager/model_handlers/llm.py sha256=SgCgy9Ys5KivNymjF35ufCpPOtMtSby2Zu4Tllir8Mg 10772
snowflake/ml/model/_packager/model_handlers/mlflow.py sha256=Itw1fPiBdU2euOmjLU3P6Vyfj9Go3jSx1c-yHlQRYpU 8993
snowflake/ml/model/_packager/model_handlers/pytorch.py sha256=dSxKO530_IlF1OK3t9_UYpVntdPiszKy-x_7XGk0bzQ 8033
snowflake/ml/model/_packager/model_handlers/sentence_transformers.py sha256=JRPargMNEJaDFQIpzqEVvOml62G_UVVvJdqBH8Lhu_Y 9051
snowflake/ml/model/_packager/model_handlers/sklearn.py sha256=u4ino0SxjAMxEl2jgTqt6Mqs1dKGZmSE90mIp3qHErU 8218
snowflake/ml/model/_packager/model_handlers/snowmlmodel.py sha256=le4Y_dbiPlcjhiFpK1shla3pVgQ5UASdx2g7a70tYYY 7967
snowflake/ml/model/_packager/model_handlers/tensorflow.py sha256=ujBcbJ1-Ymv7ZeLfuxuDBe7QZ7KNU7x1p2k6OM_yi-0 8179
snowflake/ml/model/_packager/model_handlers/torchscript.py sha256=8s8sMWQ9ydJpK1Nk2uPQ-FVeB-xclfX5qzRDr9G1bdk 8104
snowflake/ml/model/_packager/model_handlers/xgboost.py sha256=x5bXz5DRzb3O7DMDOF535LBPGnydCa78JHP_7-vsnjY 8874
snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py sha256=BZo14UrywGZM1kTqzN4VFQcYjl7dggDp1U90ZBCMuOg 1409
snowflake/ml/model/_packager/model_meta/_core_requirements.py sha256=zObSLyhu56hMnIfdv7PMkzHJrTP3-FAroNZ6-Rji7J4 274
snowflake/ml/model/_packager/model_meta/_packaging_requirements.py sha256=TfJNtrfyZoNiJZYFfmTbmiWMlXKM-QxkOBIJVFvPit0 44
snowflake/ml/model/_packager/model_meta/model_blob_meta.py sha256=qwgBneEA9xu34FBKDDhxM1igRiviUsuQSGUfKatu_Ro 1818
snowflake/ml/model/_packager/model_meta/model_meta.py sha256=0bzons03s0cF2RxbtxS7rPGeZG_Z8BouehqJPd3pfH8 17203
snowflake/ml/model/_packager/model_meta/model_meta_schema.py sha256=8eutgCBiL8IFjFIya0NyHLekPhtAsuMhyMA8MCA9VOQ 2380
snowflake/ml/model/_packager/model_meta_migrator/base_migrator.py sha256=SORlqpPbOeBg6dvJ3DidHeLVi0w9YF0Zv4tC0Kbc20g 1311
snowflake/ml/model/_packager/model_meta_migrator/migrator_plans.py sha256=nf6PWDH_gvX_OiS4A-G6BzyCLFEG4dASU0t5JTsijM4 1041
snowflake/ml/model/_packager/model_meta_migrator/migrator_v1.py sha256=qEPzdCw_FzExMbPuyFHupeWlYD88yejLdcmkPwjJzDk 2070
snowflake/ml/model/_packager/model_runtime/_snowml_inference_alternative_requirements.py sha256=urdG-zCiGWnVBYrvPzeEeaISjBDQwBCft6QJXBmVHWY 248
snowflake/ml/model/_packager/model_runtime/model_runtime.py sha256=Hnu0ND3fEmuI29-ommNJdJRzII3tekHrU4z8mUEUqTk 5872
snowflake/ml/model/_signatures/base_handler.py sha256=WwBfe-83Y0m-HcDx1YSYCGwanIe0fb2MWhTeXc1IeJI 1304
snowflake/ml/model/_signatures/builtins_handler.py sha256=0kAnTZ_-gCK0j5AiWHQhzBZsCweP_87tClsCTUJb3jE 2706
snowflake/ml/model/_signatures/core.py sha256=VfOjMsCOKuZwFAXc_FSs2TeFjM-2MSHxQzB_LXc-gLk 17972
snowflake/ml/model/_signatures/numpy_handler.py sha256=wE9GNuNNmC-0jLmz8lI_UhyETNkKUvftIABAuNsSe94 5858
snowflake/ml/model/_signatures/pandas_handler.py sha256=qKDzRQ3bFa1pLo6-1ReMUOZANMkjW32-B8AqgEIx7nc 8057
snowflake/ml/model/_signatures/pytorch_handler.py sha256=QkSiWCBSRRCnsOaONvRPOyMIi4BfUv0zrirXMPmzUD4 4568
snowflake/ml/model/_signatures/snowpark_handler.py sha256=ZlXJJIoCUMV99E5ToD3cteQ5VBcs1ekpy8l6dGU0WJM 6036
snowflake/ml/model/_signatures/tensorflow_handler.py sha256=VZcws6svwupulhDodRYTn6GmlWZRqY9fW_gLkT8slxA 6082
snowflake/ml/model/_signatures/utils.py sha256=aP5lkxiT4lY5gtN6vnupAJhXwRXFSlWFumIYNVH7AtU 12687
snowflake/ml/model/models/huggingface_pipeline.py sha256=62GpPZxBheqCnFNxNOggiDE1y9Dhst-v6D4IkGLuDeQ 10221
snowflake/ml/model/models/llm.py sha256=ofrdHH4LQEQmnxYAGwmHV2sWLPenf0WcgBLg9MPwSmY 3616
snowflake/ml/modeling/_internal/constants.py sha256=xI4ofa3ATQ2UszRPpkfUAxghV_gXmvxleqOew4UI1PM 45
snowflake/ml/modeling/_internal/estimator_utils.py sha256=ajRlCHvb4a-rGzMAVvtKhEE5ijObzW7YA_Ox5u2Orr4 9215
snowflake/ml/modeling/_internal/model_specifications.py sha256=nAqgw7i1LcYMKRQq9mg2I50Kl0tsayh2_do5UMDXdT0 4801
snowflake/ml/modeling/_internal/model_trainer.py sha256=wLAfgWjwWXj3dqhyzZLCJVYSSgujq6zrYBa4q0pw_II 923
snowflake/ml/modeling/_internal/model_trainer_builder.py sha256=11cpEaxU1D7R7m79nVLcCA9dryUPsElS7YdlKZh850U 8422
snowflake/ml/modeling/_internal/model_transformer_builder.py sha256=Y6Y8XSr7X7xAy1FvjPuHTb9Opy7tnGoCuOUBc5WEBJ4 3364
snowflake/ml/modeling/_internal/transformer_protocols.py sha256=adbJH9BcD52Z1VbqoCE_9IexjIxERTXE8932Hz-gw3E 6482
snowflake/ml/modeling/_internal/local_implementations/pandas_handlers.py sha256=xrayZRLP8_qrnfLJE4uPZ1uz0z3xy4Y5HrJqM3c7MA4 7831
snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py sha256=MyTRkBV3zbDeO7HJaWrKYT3KkVqW51Q0AX2BbUtN4og 5737
snowflake/ml/modeling/_internal/ml_runtime_implementations/ml_runtime_handlers.py sha256=fgm1DpBBO0qUo2fXFwuN2uFAyTFhcIhT5_bC326VTVw 5544
snowflake/ml/modeling/_internal/ml_runtime_implementations/ml_runtime_trainer.py sha256=lM1vYwpJ1jgTh8vnuyMp4tnFibM6UFf50W1IpPWwUWE 2535
snowflake/ml/modeling/_internal/snowpark_implementations/distributed_hpo_trainer.py sha256=baETLCVGDcaaGXwiOx6QyhaMX_zQ1Kt7xGjotd_MSKo 54368
snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py sha256=AgNupOLqXJytkbdQ1p5Nj1L5QShwi8PSUSYj506SxhM 14539
snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py sha256=MYLvpNscLKI0AOuJIdKprtw3VinO0MtSVPj376k-ILo 31819
snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py sha256=VBYWGTy6ajQ-u2aiEvVU6NnKobEqJyz65oaHJS-ZjBs 17208
snowflake/ml/modeling/calibration/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/calibration/calibrated_classifier_cv.py sha256=AGQub8A5L_xTB1gEJsbzTSZdsISnhdsAp3OmbEwRutw 51278
snowflake/ml/modeling/cluster/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/cluster/affinity_propagation.py sha256=YeMtuQvE5f2InBc7CyAnlFf0hGy0Okz5X09AQ9C64bI 49107
snowflake/ml/modeling/cluster/agglomerative_clustering.py sha256=g_-psPSkpQt05ryMQFeS_GndA9hB8Dkg12ao2s7VNoQ 51144
snowflake/ml/modeling/cluster/birch.py sha256=0zAT_k-ZgnaGFfcZu5XGll7kAH8BZ8lFCTajWFYmV2o 49034
snowflake/ml/modeling/cluster/bisecting_k_means.py sha256=l9nxeYVGqf11msu1i6iG12i8YiWD2uZiVtH4WXDDzjI 51793
snowflake/ml/modeling/cluster/dbscan.py sha256=qAtH_LxcmVg7B8NerncUsfBoKiUJwb2N1FYiBM8olxk 49194
snowflake/ml/modeling/cluster/feature_agglomeration.py sha256=uPo3I-ROixH6SsWknj7f6AaEYLybpxHs1M4LKTkouRU 51909
snowflake/ml/modeling/cluster/k_means.py sha256=fiFQSvRRwPbQp8b9UhOeZ97hRTn-HZN4aRGXlehnGyU 51322
snowflake/ml/modeling/cluster/mean_shift.py sha256=4H7iQtz-tqhUZVjecoWIk7Z5dtYuWJVD3sy1R_xL2DI 49404
snowflake/ml/modeling/cluster/mini_batch_k_means.py sha256=DUM05k_RNIeBenVXtssGnqEerp0OAI0z11k-GO9n7P0 52711
snowflake/ml/modeling/cluster/optics.py sha256=-j_q6rcEEzkO9m6owloMRBWUnrCCZK1QUgBUo7mlYYo 52508
snowflake/ml/modeling/cluster/spectral_biclustering.py sha256=kWW9zsBhQH6KpLFuw2htgEYolhy8fpQZXdggWx33hAg 49403
snowflake/ml/modeling/cluster/spectral_clustering.py sha256=CCZrM9Z_5BJEl3pywVOvCO8vOGGdfPLc7qtP4sdVkoQ 52595
snowflake/ml/modeling/cluster/spectral_coclustering.py sha256=nUrqHjI3pDC21OhHsaFoJ9jrCa5nY_a-EdHDW_XWb8U 48536
snowflake/ml/modeling/compose/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/compose/column_transformer.py sha256=Js74mW_UUGrT0W7ZmBtiF-4a3dLvppgSmMxB7AeitgI 51374
snowflake/ml/modeling/compose/transformed_target_regressor.py sha256=eCLZdS6zYgyPUQy_9wnA13s1rPE_9U4oX3qNY8VF6tM 49090
snowflake/ml/modeling/covariance/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/covariance/elliptic_envelope.py sha256=awX5rRrXDb-o4CPl2JFXO7BWt4LBLlYEwW3Wo9TLeFQ 49428
snowflake/ml/modeling/covariance/empirical_covariance.py sha256=hIRqpixvv2XPwkoDohmjKnGzXaEnFaEx6M-08CJJlYQ 47236
snowflake/ml/modeling/covariance/graphical_lasso.py sha256=-GssWNHzC2DMZuMChEGUzHP8cvOTQr1RYXr4r0rBFPo 49100
snowflake/ml/modeling/covariance/graphical_lasso_cv.py sha256=7zobpOYlEn45h4JymakbzRgxOeqUpeZdFqKy3bdZmJQ 50265
snowflake/ml/modeling/covariance/ledoit_wolf.py sha256=Ns4vqx2OD2Y9pgs1tithBwej1E0E_6wVlXIRS85mTqw 47374
snowflake/ml/modeling/covariance/min_cov_det.py sha256=6hK8ePqINpDEEqUi5bM6FPOLWGhk-9ePVJaG82huQIA 48129
snowflake/ml/modeling/covariance/oas.py sha256=P64GRhbVHGhZ1Od-n238do_tZQ5cO3SXRqVoqclLcl4 47015
snowflake/ml/modeling/covariance/shrunk_covariance.py sha256=yPwbsZ7_Tlj-Sj6CiayG9ic3J6G_yuGZtu9C2V0x1aw 47391
snowflake/ml/modeling/decomposition/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/decomposition/dictionary_learning.py sha256=Glb9UBBcuweG4bzgYK8r0kb4VQqk795L58C4J8JnoQM 52388
snowflake/ml/modeling/decomposition/factor_analysis.py sha256=-ip83Gh3nKzkFGceq602ACdK0Fbo2989_Qr2UEGsSDQ 50051
snowflake/ml/modeling/decomposition/fast_ica.py sha256=RxhD4aZFNN-Y4_wNnSYS-Mxle--_XWvTxMMAZV5SLJI 49985
snowflake/ml/modeling/decomposition/incremental_pca.py sha256=-sbUNsBgn6NoLgmBME-cfoiwfaNx6unDN6Tr_tQi5sw 48345
snowflake/ml/modeling/decomposition/kernel_pca.py sha256=KWSFgSYQJS6hZcUksKuSuxE_L31NAPbHvEmQNCajcHY 52343
snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py sha256=xHYcxU8q5q7JirOlR9duL7cxQ7j0P41LhJTnJs6X6Fc 53429
snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py sha256=Zf0ZWiUDu6UsmWWaNrvi1X87QIPpJddGOvuNDV-FtMo 50694
snowflake/ml/modeling/decomposition/pca.py sha256=-m6Fh_6Sldf-70_B_d8J7FAlXG-FLvEnIgsk63sTu6E 51612
snowflake/ml/modeling/decomposition/sparse_pca.py sha256=FTaRx6CbM5WYYGQbCvccR514uzIWsBZYIX5Ql_ofNkM 49499
snowflake/ml/modeling/decomposition/truncated_svd.py sha256=RiOmwnQpNx2MU0Z6wZ0pIUzsKfjDzJeWrY9zid8n6Bk 49122
snowflake/ml/modeling/discriminant_analysis/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py sha256=p68gHC7ur53Qp7MMnPyc2FSgWBjDmo10guNtbo0MARc 51877
snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py sha256=C8T-Ol8s20nx-IeZMs7KXH-BjGRyNtG3exXQn-cbNMc 49659
snowflake/ml/modeling/ensemble/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/ensemble/ada_boost_classifier.py sha256=2pfHIBCvqZSw3p1b_KqqQPkZ9s-JfndDDS-s3l2lnww 50477
snowflake/ml/modeling/ensemble/ada_boost_regressor.py sha256=wu_4FpEKU-bVZDx5OPjDcQDR190dcS_farXa3kMWGTE 49368
snowflake/ml/modeling/ensemble/bagging_classifier.py sha256=L7bVu-soVZJIOV9qm6IPbh3sYLNj-R_bYmPCEiz_qAE 51388
snowflake/ml/modeling/ensemble/bagging_regressor.py sha256=uQ2ibCiPCdQUS-h51H-TPM5KP9UzMsrUWfDrGQ4pdlA 50624
snowflake/ml/modeling/ensemble/extra_trees_classifier.py sha256=-fZBhcMXhcld8ZckIlee_N4GVd84ojcOze3hIPHXdlU 56308
snowflake/ml/modeling/ensemble/extra_trees_regressor.py sha256=KVGJbZVHdNFvXy0-H3-_hqLj8BVZM0kUSJ8Ssrm7Cr8 54912
snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py sha256=Ra4pfsXH2qniulcS4oOC1HGI8yu043vaEwawisuAn5o 57763
snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py sha256=SXGVyiFEpOHcAMzyxlOqUcsmGFQ-iqMi_Vj7m-m_r1g 57356
snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py sha256=77kepZu2p40ZEJe-Hlwwr1YWl9vJccFoz07CzkWZY_Q 57597
snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py sha256=ze6-uVYgAMJueZXMADb6n9AYRXYxUU5Bealob8IZ2oA 56082
snowflake/ml/modeling/ensemble/isolation_forest.py sha256=GTQF6U-Z84a5ojKdwviEv_ewtCK2wbL6-YXZwxfrLPc 50576
snowflake/ml/modeling/ensemble/random_forest_classifier.py sha256=y5zD_vjuZ4Yw_fDoBtEMVTN8m6lSLiOSlfWOI1x816k 56291
snowflake/ml/modeling/ensemble/random_forest_regressor.py sha256=0uH82Fs1n75hfU3uX6ggCZsDFx94_DtURqbsm3z-8lw 54883
snowflake/ml/modeling/ensemble/stacking_regressor.py sha256=dP6WDh0_YYZeGZVBvUQWN-hjKMqDSwVVc98xE8pg88U 50602
snowflake/ml/modeling/ensemble/voting_classifier.py sha256=I6t3h-qId9TykuvTgwfTNR2Q3T_NhZN_4KakmjadUG4 50155
snowflake/ml/modeling/ensemble/voting_regressor.py sha256=PDoRDW8vBXPDX73WjUtW-xXNnn8BG8omJhrEr9t1PHY 48681
snowflake/ml/modeling/feature_selection/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/feature_selection/generic_univariate_select.py sha256=VtYpm0z7tvr-ksYHgk6LZWDjN7UFqHLqtEsnG51O_W8 48018
snowflake/ml/modeling/feature_selection/select_fdr.py sha256=MxADr7gOnVj5V3YRQytXmieXpOzybZK6r37QdRpxOoA 47619
snowflake/ml/modeling/feature_selection/select_fpr.py sha256=QSF8zO9qzVv7auA4yBz1jkTqEA1mL_C3tSx93xUufMU 47613
snowflake/ml/modeling/feature_selection/select_fwe.py sha256=9gpQbytZwQjPBREld8r-p_bG7sZm3h7nQz4bgH7UL7k 47621
snowflake/ml/modeling/feature_selection/select_k_best.py sha256=wZyd-94tGP-FzK85b4dFPzncx0BpfbLME9Mjr5vw2ns 47712
snowflake/ml/modeling/feature_selection/select_percentile.py sha256=hnTQ5DtNot9OJah20V-tpkXAzLSbRfJjWhv2gxH11gc 47767
snowflake/ml/modeling/feature_selection/sequential_feature_selector.py sha256=-0ZEZboABCnbfguy1YmopbjVZ0-eut24E9XaPol97Sk 50387
snowflake/ml/modeling/feature_selection/variance_threshold.py sha256=KwTTDc1WLWz6SiXWz3Bks7u-zP53kdqPRLB3RHtvodw 47323
snowflake/ml/modeling/framework/_utils.py sha256=7k9iU5zAWa4ZpMZlg8KfSMi4vH3o69w5aAh5RTRNdZ4 10203
snowflake/ml/modeling/framework/base.py sha256=K6qW43lGX99a5v9qIhOTJptPrkMSzzZDa5sVgqii0dM 31359
snowflake/ml/modeling/gaussian_process/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py sha256=1nDZ_nda4WBHqi4tW4avY2b0fNwV5ZF-DI1-BwQjtNg 53029
snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py sha256=zkHptpQKCEGJspDnZtNTBswzn-0wVDrOJRJ34ach8dM 52094
snowflake/ml/modeling/impute/__init__.py sha256=dYtqk_GD_hAAZjGfH1maWlZQ30h4hu_KGaf-_y9_AD8 298
snowflake/ml/modeling/impute/iterative_imputer.py sha256=Y3yPVO6EFqK-ZBxe_55Gp7To2jIt0N01HTyAyBkpVkI 53847
snowflake/ml/modeling/impute/knn_imputer.py sha256=0-YnL5I2aX9BlLDe0BcyUnYdZbbmNX4_Kxj-rcJ61DA 49563
snowflake/ml/modeling/impute/missing_indicator.py sha256=gWz2h46qVp7wVqpKa2pyQtO7Mw8bKzEy4M4gWOubiXc 48420
snowflake/ml/modeling/impute/simple_imputer.py sha256=awM33HugS5jGs3JXud1U8eEMm2VLdIAf7z_eVXAzKD0 18499
snowflake/ml/modeling/kernel_approximation/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py sha256=pFXnaevash3T9li0RrHqvOceWZZ0TdgyZ20ftfwe6Vc 47451
snowflake/ml/modeling/kernel_approximation/nystroem.py sha256=JyMxxr-2uyOnimXM8UzNnT9lV3rGgTiOczp-7cy8uP8 49222
snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py sha256=H1nXaQ-jmyh5UID2MrZMiJugkGZu4l33qgrYk8PtXJU 48470
snowflake/ml/modeling/kernel_approximation/rbf_sampler.py sha256=daDnxgESQqUWC1ZfzguTK9x715n24hWfC4DtwP3ddQw 47824
snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py sha256=9_3V5uZ7hR1wgsg4LXPnhofTr7urOoMIOYznEcwziXs 47872
snowflake/ml/modeling/kernel_ridge/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/kernel_ridge/kernel_ridge.py sha256=j6ZRziTOvZK2IlHKC9a8HAdnGJnLUtg4WEbpoZzW6Dk 49408
snowflake/ml/modeling/lightgbm/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/lightgbm/lgbm_classifier.py sha256=O05uhJd9w8VJzmJdSVesTxVjvnqXO0FPxid7HtWgJPo 48976
snowflake/ml/modeling/lightgbm/lgbm_regressor.py sha256=BgRHeYkUHa3eLDfyTjVAV7aG-munFAzU1t2IVMnVu18 48479
snowflake/ml/modeling/linear_model/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/linear_model/ard_regression.py sha256=HaPbHZuQI173f0M2hgFsoJDUVwJAKtgRC5z7hTgzIc0 49353
snowflake/ml/modeling/linear_model/bayesian_ridge.py sha256=WczXSOPGws4hmCKO93TRv7a16Gxls9IW6D4Ifpy4md8 49769
snowflake/ml/modeling/linear_model/elastic_net.py sha256=MjqqWIBdaK2BDYc1RAza1RW2PUSAKNF6_SNhh3EJJWI 50341
snowflake/ml/modeling/linear_model/elastic_net_cv.py sha256=vK51acP5WZcaf1jEVvrrsJt-Brr69wnm7OvWz4Ummsk 51609
snowflake/ml/modeling/linear_model/gamma_regressor.py sha256=eYsPDEsnpJvaB3Jz3irw0uhTTawNK6T_ujtesphqt6Q 49421
snowflake/ml/modeling/linear_model/huber_regressor.py sha256=wh8U5NwrwDG21h8FlX148Y31RWNS53RgjH2d5neNdJc 48618
snowflake/ml/modeling/linear_model/lars.py sha256=i9EhEs0SB5n41chcDB7uavlUiwsPAvqK8PRG1l-A2vc 49841
snowflake/ml/modeling/linear_model/lars_cv.py sha256=Rz6jD0PCc45fTqzv3gqSehWIMKyPJO3ByMWrOpbOYoA 50062
snowflake/ml/modeling/linear_model/lasso.py sha256=MyNEp2q5IxmCTqoL-j_o67kAkY8X5QYBTIgh7XMwWO8 49947
snowflake/ml/modeling/linear_model/lasso_cv.py sha256=Aqi9VlF0Az_wIB_m6LUnoB2x8uO9GamPeBAphAMbVoI 50732
snowflake/ml/modeling/linear_model/lasso_lars.py sha256=aoyGqoQLslpeta9PdDHr0ZEnJLhR19qMh4c7nOv27BI 50977
snowflake/ml/modeling/linear_model/lasso_lars_cv.py sha256=D10l4jKKNAfjio8sZCtDt7fKqa1NCWRyCaBHe55Lgys 50938
snowflake/ml/modeling/linear_model/lasso_lars_ic.py sha256=9Mkmzw5mRGJX146stdHRSxxHvzHTaG0odEvnFhqpeFM 50284
snowflake/ml/modeling/linear_model/linear_regression.py sha256=uZyGyOrdy6lu6Esp6V_kLgha8sBPPommm5AKyF6G0J0 48160
snowflake/ml/modeling/linear_model/logistic_regression.py sha256=cbJz4vOHmQGQblfeQ_m0Szh0ScoFTQHm1uEoQGznSCQ 54415
snowflake/ml/modeling/linear_model/logistic_regression_cv.py sha256=8t5ndapP8JF2hOMHnUWAP_CDSrZniKlXHo57cujjnFs 55455
snowflake/ml/modeling/linear_model/multi_task_elastic_net.py sha256=kTPTxp12BmVhGuKYY009l6jr7cULbpRm9Dp7qW8-Hqs 49632
snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py sha256=LMh9nyld0bndsDmIIlahhxq9TIbDEFSArlfoMildflw 51270
snowflake/ml/modeling/linear_model/multi_task_lasso.py sha256=eC7AD7AlgXBXnGwP2WNUSJsiYIl69XkpXGArtdj0s5M 49180
snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py sha256=7HYneCH5xNlMLcqDSBLiAjbztkLZcVfZlxkJIaOZP9Y 50442
snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py sha256=YhfJfMXvRBDOQl5EOmIDJ7xJAvbhWzhmIh2LyA46L6I 48787
snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py sha256=FRu7zp4m4EvTDxVYZeV_-Vknrz2hrVFNSkd2YFXepjY 52143
snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py sha256=inz27nO6hjKG4DEcLXc-XfYdUc7xy3x62R9Y6SVrv3A 51210
snowflake/ml/modeling/linear_model/perceptron.py sha256=Q2yzFRQ-s_RJGUCsCbBT50SX35MnJGzPLGRiLzc07ys 51527
snowflake/ml/modeling/linear_model/poisson_regressor.py sha256=w1BXkGQxmGQj-Lysn7tlEQF_Obg00G7v-310JYUjeiE 49466
snowflake/ml/modeling/linear_model/ransac_regressor.py sha256=e7UGWQ743I-g1bYSKKnGefGvq-M0AjJ3jDZ7B2kdxL4 52585
snowflake/ml/modeling/linear_model/ridge.py sha256=P6AzZbnl60I_425tdOQepJCXN9Edg00GPE0iiLaGBBk 51491
snowflake/ml/modeling/linear_model/ridge_classifier.py sha256=bN0EPKU4pOPoQJF9ZQe0j0dPayWl_Up32NbIh2eoRLY 51879
snowflake/ml/modeling/linear_model/ridge_classifier_cv.py sha256=ryDxqt-DH0jOZBap8YGBJPWbv-UGFcNRY4iQIe2-xRw 49874
snowflake/ml/modeling/linear_model/ridge_cv.py sha256=ywQjvUjnymlVZwpzAN38rgLxl1pFkSyl5yZyW6DxMk8 50575
snowflake/ml/modeling/linear_model/sgd_classifier.py sha256=pG5dEakeR1v8W1Acd2yRlHgQHxQAmA0aHqsjRhWOiJ8 56952
snowflake/ml/modeling/linear_model/sgd_one_class_svm.py sha256=xFkcwEL9cHCWDQrt8MMzc9JoAGli_mS7pujbrWL6IYE 51750
snowflake/ml/modeling/linear_model/sgd_regressor.py sha256=Ke7nGiusplQDF9F1OjUI0Q9Sz-HKjDasAU7hFQVSXEc 54423
snowflake/ml/modeling/linear_model/theil_sen_regressor.py sha256=MpNQb9Q_EA1IleQZiP92U1_FXuwA9-zJmVmPZnHP3lA 49901
snowflake/ml/modeling/linear_model/tweedie_regressor.py sha256=OYT3gshbB2vxNseTpmVKtDVfeKhbK48Fe6utSlK47Ro 50857
snowflake/ml/modeling/manifold/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/manifold/isomap.py sha256=ztBEcsRoyM0v9ckQJoYEUTsj5HwRGGXQOjMY3e-_UWQ 50084
snowflake/ml/modeling/manifold/mds.py sha256=NlDzOMhCzHAU9cueoJzMT6qKyC_UV_PS_YnlIam58CI 49304
snowflake/ml/modeling/manifold/spectral_embedding.py sha256=ojQQ9Pt_bUvRzPSBuLgd2BhjWPdPjAz80XtDJi4vlT8 50155
snowflake/ml/modeling/manifold/tsne.py sha256=CpP4qv_V_ibyucBzTIsGq6N7BOPDtzFQ46C5HpJJSCE 53094
snowflake/ml/modeling/metrics/__init__.py sha256=pyZnmdcefErGbbhQPIo-_nGps7B09veZtjKZn4lI8Tg 524
snowflake/ml/modeling/metrics/classification.py sha256=5XbbpxYu9HXB7FUbBJfT7wVNMKBfzxwcaVzlMSyHAWg 66499
snowflake/ml/modeling/metrics/correlation.py sha256=Roi17Sx5F81VlJaLQTeBAe5qZ7sZYc31UkIuC6z4qkQ 4803
snowflake/ml/modeling/metrics/covariance.py sha256=HxJK1mwyt6lMSg8yonHFQ8IxAEa62MHeb1M3eHEtqlk 4672
snowflake/ml/modeling/metrics/metrics_utils.py sha256=NETSOkhP9m_GZSywiDydCQXKuXOp3qltNgbabROtJAw 13114
snowflake/ml/modeling/metrics/ranking.py sha256=gA1R1x1jUXA9bRrYn8IfJPM5BDY4DK1JCtoPQVsz5z4 17569
snowflake/ml/modeling/metrics/regression.py sha256=OEawjdiMZHYlycQFXM_h2czIZmmGe5GKciEQD9MSWx4 25845
snowflake/ml/modeling/mixture/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py sha256=UV7nEG1H493qFZecZ0uI9JUh-ooeesZLcCPlH_UdDdQ 54657
snowflake/ml/modeling/mixture/gaussian_mixture.py sha256=PPCRLAnDcLdMP190UjV6VGhU28rIHg7wkliaV8EARBI 52558
snowflake/ml/modeling/model_selection/__init__.py sha256=dYtqk_GD_hAAZjGfH1maWlZQ30h4hu_KGaf-_y9_AD8 298
snowflake/ml/modeling/model_selection/grid_search_cv.py sha256=B18rb0gh4TK9z2G5XVCx5nav_a9jWDH7q7XdLzAkRwI 38125
snowflake/ml/modeling/model_selection/randomized_search_cv.py sha256=ipnRe8z3G09wTy1I2s33CzRsit8pIBfGaZGy4IZfjdM 38867
snowflake/ml/modeling/multiclass/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/multiclass/one_vs_one_classifier.py sha256=h9PDQMMXD9w1GF9nYrAzhOzlo9Tu9gqgm2euvBcmwyA 48160
snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py sha256=RX7kdJmEdb_JUUfsie7Q44CFWaRate7N23kKyreT49k 49094
snowflake/ml/modeling/multiclass/output_code_classifier.py sha256=dGQLuw7i7IXXv3VQnKxDSQaU8yUpphsVcwPxbpb3uf8 48430
snowflake/ml/modeling/naive_bayes/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/naive_bayes/bernoulli_nb.py sha256=lrWiVXGFQpqbeF0g8va1cMhPyKxxqvgHddaBJLe_J5Y 48699
snowflake/ml/modeling/naive_bayes/categorical_nb.py sha256=agWXHZNNV5AzhCH8g0HJFdCpg7qOF0CjRSejcknYwbs 49034
snowflake/ml/modeling/naive_bayes/complement_nb.py sha256=dJ9hB8CjM9wOlax4i0yH82LnOeb6dUQRXvPhQX2zYzw 48714
snowflake/ml/modeling/naive_bayes/gaussian_nb.py sha256=d-QpjpNF2QUVQQBt2sg-SF_WsidfZ8rQZmiXs-OE2T8 47843
snowflake/ml/modeling/naive_bayes/multinomial_nb.py sha256=O36O12tu80hJLag6s34dmZpmf7VojUeuaVe6ceCtgts 48479
snowflake/ml/modeling/neighbors/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/neighbors/k_neighbors_classifier.py sha256=5WC1on082prjxYQczW9wz1pK9EUmwAoNmGl1eWjZ_4w 51548
snowflake/ml/modeling/neighbors/k_neighbors_regressor.py sha256=aYMLol69mzwGZLsT3rrVMSY8qauNPuNCBkwi5kFyKac 51019
snowflake/ml/modeling/neighbors/kernel_density.py sha256=SqV1AsKmPWxSbob7EGiBu7c_xfk9DCIMU9e4_rto1dU 49377
snowflake/ml/modeling/neighbors/local_outlier_factor.py sha256=7s3UKO1UCCVJ_14Kd8nH0kKpkK8BUJwaMT8f8ONSXoI 51955
snowflake/ml/modeling/neighbors/nearest_centroid.py sha256=4CP51Ze9kXA7Ipd5z1ZMN-3l77hMjdpLFoll5jLoeYc 48037
snowflake/ml/modeling/neighbors/nearest_neighbors.py sha256=QQMbsZGRge2dj0i-zXu7GwX1SYqxSuC90Alt4QppiW0 49846
snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py sha256=-R2ifpMaDhOCcxL_ugnlC1Sp6iHxBqxJAmpVwPPpHU0 51509
snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py sha256=oyejLj_noQhKnXnTLrThpAdSVfe7F6WnfrL8enAEKKs 51961
snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py sha256=WS5xaHj91Ne6_jBDX8i79lRd4Xr0t_2YW7-c3PMd6xc 50842
snowflake/ml/modeling/neural_network/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/neural_network/bernoulli_rbm.py sha256=sM6PA51sYbvJABIw8UiN7QrkcWIU9ajx7biKeswbIJU 48585
snowflake/ml/modeling/neural_network/mlp_classifier.py sha256=XYFnxnnEmMa3jlUfKbjDU6U5rTjYMRjfL3-BHmr5Bbs 55921
snowflake/ml/modeling/neural_network/mlp_regressor.py sha256=JYb6MziLoTHJvUvnInszDG9RlK17Nxw0SglJqydaP-k 55190
snowflake/ml/modeling/parameters/disable_distributed_hpo.py sha256=jyjlLPrtnDSQxlTTM0ayMjWKVL_IP3snd--yeXK5htY 221
snowflake/ml/modeling/pipeline/__init__.py sha256=dYtqk_GD_hAAZjGfH1maWlZQ30h4hu_KGaf-_y9_AD8 298
snowflake/ml/modeling/pipeline/pipeline.py sha256=KyA9a7CTTWYaONuB-BAn7dJ1PfXFKReNBKeM398qvi4 45360
snowflake/ml/modeling/preprocessing/__init__.py sha256=dYtqk_GD_hAAZjGfH1maWlZQ30h4hu_KGaf-_y9_AD8 298
snowflake/ml/modeling/preprocessing/binarizer.py sha256=noHrlTqpI7RRzYbCSuCjKHxhL8NUCDKNw-kDNTwyY_U 6999
snowflake/ml/modeling/preprocessing/k_bins_discretizer.py sha256=g7kY0LHjnCaBzkslCkjdPV06eL2KRYwZuYKRmDef3ew 20970
snowflake/ml/modeling/preprocessing/label_encoder.py sha256=C35I9biWxefltNmXzqaJoqVgOP8eOnTNP7NIsnfR2xE 7405
snowflake/ml/modeling/preprocessing/max_abs_scaler.py sha256=xpuybHsjrL68u0qNe9DTrQOJsqzb8GOvHT0-_tIBzvM 8768
snowflake/ml/modeling/preprocessing/min_max_scaler.py sha256=agZt9B37PsVhmS8AkH8ix0bZFsf-EGapeTp6-OD1pwI 12200
snowflake/ml/modeling/preprocessing/normalizer.py sha256=iv3MgJZ4B9-X1fAlC0pWsrYuQvRz1iJrM0_f4XfZKc0 6584
snowflake/ml/modeling/preprocessing/one_hot_encoder.py sha256=5kj3V48bYmXnorf0xnp5AqRbAiJtgswepgUicyNdFHM 72322
snowflake/ml/modeling/preprocessing/ordinal_encoder.py sha256=3c6XnwnMpbHbAITzo5YoJoI86YI-Q_BBFajoEa-7q80 33276
snowflake/ml/modeling/preprocessing/polynomial_features.py sha256=VTapvnHDxiUyNw48F0OwGY4xsPFWjst0t70Rm560WN4 48511
snowflake/ml/modeling/preprocessing/robust_scaler.py sha256=iBwCP10CljdGmjEo-JEZMsHsk_3tccSXYbxN4xVq5Do 12398
snowflake/ml/modeling/preprocessing/standard_scaler.py sha256=LxvcZ4a5xuHJLtIvkLafNjv0HsZd7mqzp_cdI378kkM 11395
snowflake/ml/modeling/semi_supervised/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/semi_supervised/label_propagation.py sha256=ZAwWHQa2A24z9uLIXSucVFj1C7S0LhYT8eQwdLk3g9s 48936
snowflake/ml/modeling/semi_supervised/label_spreading.py sha256=yMRrAJG80sM4l48DMqzpIYwQacvuRvDrxc-AflWAt-E 49285
snowflake/ml/modeling/svm/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/svm/linear_svc.py sha256=zcfbzUtusA-a0b0dRTSbGfj8X5rrZ3W2LfoHj7IFqNQ 51746
snowflake/ml/modeling/svm/linear_svr.py sha256=P8151xjFlLYj3YhQEbJKiOJEQHKAfrPntv2ufTJl5y4 50099
snowflake/ml/modeling/svm/nu_svc.py sha256=me_YR4WL1sW8dRrIrO929p7vc8Ow7_jSftWf9YUHqhY 52058
snowflake/ml/modeling/svm/nu_svr.py sha256=Nqyvvt_OsoVe_py602HtsaXnTmykhdQy0fb8YdHFB9s 49137
snowflake/ml/modeling/svm/svc.py sha256=6efrAzY2u-5qPKMQb9__L5XNPf33rRFzzMHi4QJnYVA 52207
snowflake/ml/modeling/svm/svr.py sha256=WSrWS4uPAVGfPAPiqB-FphSPuNVF43kYk9kyW1ACfx0 49326
snowflake/ml/modeling/tree/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/tree/decision_tree_classifier.py sha256=4D2m5Xg1DNd12WF2-aPxCIdeIAkdO90psJOa5fy1Cc0 54483
snowflake/ml/modeling/tree/decision_tree_regressor.py sha256=t5DOqtWJaDV1pSkjXHC66zSQcBFnXIlhrKSYriS38ec 53182
snowflake/ml/modeling/tree/extra_tree_classifier.py sha256=Vvg7e0tBbJzjd7mxrNZoX_0xdlZcPVLSPb7-XTrVLnM 53825
snowflake/ml/modeling/tree/extra_tree_regressor.py sha256=hJP9mnMF_B63Gj4XI87YgAXEH8KRGxzSTlgvA9gsBvk 52533
snowflake/ml/modeling/xgboost/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/xgboost/xgb_classifier.py sha256=ntJc0lzSLuJHCTv9LhWrwLsj7_aKNK3uwaQNu5dedbA 59481
snowflake/ml/modeling/xgboost/xgb_regressor.py sha256=BjwTmEJ0rhVWVnBoUw_i3A4cAKmXzzIxnsy80MHYzp4 58980
snowflake/ml/modeling/xgboost/xgbrf_classifier.py sha256=47owolJMSu3veYvPIYwGyzrZpBXboJAJTMnidHFqYJo 59657
snowflake/ml/modeling/xgboost/xgbrf_regressor.py sha256=oeZM8KLqILuM_uzPH8HGR3KtMpcHGTPz2VjVyAndn-c 59183
snowflake/ml/monitoring/monitor.py sha256=M9IRk6bnVwKNEvCexEJ5Rf95zEFap4O5qjbwfwdXGS0 7135
snowflake/ml/monitoring/shap.py sha256=Dp9nYquPEZjxMTW62YYA9g9qUdmCEFxcSk7ejvOP7PE 3597
snowflake/ml/registry/__init__.py sha256=XdPQK9ejYkSJVrSQ7HD3jKQO0hKq2mC4bPCB6qrtH3U 76
snowflake/ml/registry/_initial_schema.py sha256=KusBbu0vpgCh-dPHgC90xRSfP6Z79qC-eXTqT8GXpFI 5316
snowflake/ml/registry/_schema.py sha256=GOA427_mVKkq9RWRENHuqDimRS0SmmP4EWThNCu1Kz4 3166
snowflake/ml/registry/_schema_upgrade_plans.py sha256=LxZNXYGjGG-NmB7w7_SxgaJpZuXUO66XVMuh04oL6SI 4209
snowflake/ml/registry/_schema_version_manager.py sha256=-9wGH-7ELSZxp7-fW7hXTMqkJSIebXdSpwwgzdvnoYs 6922
snowflake/ml/registry/model_registry.py sha256=x42wR2lEyW99NnG8auNPOowg34bF87ksXQqrjMFd7Pw 84795
snowflake/ml/registry/registry.py sha256=RxEM0xLWdF3kIPf5upJffaPPP9liNMMZOnVeSyYNIb8 10949
snowflake/ml/registry/_manager/model_manager.py sha256=LYX_nS_egwum7F_LCbz_a3hibIHOTDK8LO1DPOWxPrE 5809
snowflake/ml/utils/connection_params.py sha256=JRpQppuWRk6bhdLzVDhMfz3Y6yInobFNLHmIBaXD7po 8005
snowflake/ml/utils/sparse.py sha256=XqDQkw39Ml6YIknswdkvFIwUwBk_GBXAbP8IACfPENg 3817
snowflake_ml_python-1.5.0.dist-info/LICENSE.txt sha256=PdEp56Av5m3_kl21iFkVTX_EbHJKFGEdmYeIO1pL_Yk 11365
snowflake_ml_python-1.5.0.dist-info/METADATA sha256=4_GHqJoiNYXF-WBWL6qwV6wA13ZlB6ySiGQZBLCPwRY 50050
snowflake_ml_python-1.5.0.dist-info/WHEEL sha256=GJ7t_kWBFywbagK5eo9IoUwLW6oyOeTKmQ-9iHFVNxQ 92
snowflake_ml_python-1.5.0.dist-info/top_level.txt sha256=TY0gFSHKDdZy3THb0FGomyikWQasEGldIR1O0HGOHVw 10
snowflake_ml_python-1.5.0.dist-info/RECORD — —

top_level.txt

snowflake