Wheelodex » Projects » snowflake-ml-python

snowflake-ml-python

View on PyPI — Reverse Dependencies (3)

1.7.2 snowflake_ml_python-1.7.2-py3-none-any.whl

Wheel Details

Project: snowflake-ml-python
Version: 1.7.2
Filename: snowflake_ml_python-1.7.2-py3-none-any.whl
Download: [link]
Size: 1995709
MD5: 5a3b9d15dd01cb5d1fe12e0929e81d16
SHA256: b6266d4105e69f5ccc8a7327eb497ce6d355992e2cecc9eb633c6a441656ccbf
Uploaded: 2024-11-21 19:11:40 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: snowflake-ml-python
Version: 1.7.2
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 :: 3.9
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,>=3.9
Requires-Dist: absl-py (<2,>=0.15)
Requires-Dist: anyio (<4,>=3.5.0)
Requires-Dist: cachetools (<6,>=3.1.1)
Requires-Dist: cloudpickle (>=2.0.0)
Requires-Dist: cryptography
Requires-Dist: fsspec[http] (<2024,>=2022.11)
Requires-Dist: importlib_resources (<7,>=6.1.1)
Requires-Dist: numpy (<2,>=1.23)
Requires-Dist: packaging (<25,>=20.9)
Requires-Dist: pandas (<3,>=1.0.0)
Requires-Dist: pyarrow
Requires-Dist: pyjwt (<3,>=2.0.0)
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 (<1.6,>=1.4)
Requires-Dist: scipy (<2,>=1.9)
Requires-Dist: snowflake-connector-python[pandas] (<4,>=3.5.0)
Requires-Dist: snowflake-snowpark-python (<2,>=1.17.0)
Requires-Dist: sqlparse (<1,>=0.4)
Requires-Dist: typing-extensions (<5,>=4.1.0)
Requires-Dist: xgboost (<3,>=1.7.3)
Requires-Dist: catboost (<2,>=1.2.0); extra == "all"
Requires-Dist: lightgbm (<5,>=4.1.0); 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 (<1,>=0.1.95); extra == "all"
Requires-Dist: shap (<1,>=0.46.0); extra == "all"
Requires-Dist: tensorflow (<3,>=2.10); extra == "all"
Requires-Dist: tokenizers (<1,>=0.10); extra == "all"
Requires-Dist: torch (<2.3.0,>=2.0.1); extra == "all"
Requires-Dist: torchdata (<1,>=0.4); extra == "all"
Requires-Dist: transformers (<5,>=4.32.1); extra == "all"
Requires-Dist: catboost (<2,>=1.2.0); extra == "catboost"
Requires-Dist: lightgbm (<5,>=4.1.0); extra == "lightgbm"
Requires-Dist: peft (<1,>=0.5.0); extra == "llm"
Requires-Dist: mlflow (<2.4,>=2.1.0); extra == "mlflow"
Requires-Dist: shap (<1,>=0.46.0); extra == "shap"
Requires-Dist: tensorflow (<3,>=2.10); extra == "tensorflow"
Requires-Dist: torch (<2.3.0,>=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 (<1,>=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: catboost
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: 50405 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (75.6.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
snowflake/cortex/__init__.py sha256=IZra16r_FeqcwdtCUE8Lj0gIsTDq7VGlux8xDnnq42U 770
snowflake/cortex/_classify_text.py sha256=1SnEdAnQ1IbCKp1bUvQSW7zhGtcS_8qk34X1sVQL37U 1338
snowflake/cortex/_complete.py sha256=AvE5pNQ8hmWAHUHh8K8NCZLSh_UutrTOD7iQi85-m20 13053
snowflake/cortex/_embed_text_1024.py sha256=zQp2F3MTAxacnIJo7zu8OHkXmX-xi8YzoUcs_FM48uo 1381
snowflake/cortex/_embed_text_768.py sha256=lTus5A1zehbzX4FV6IYZ8bl66QoxUiC_ZilYeBLdLOE 1377
snowflake/cortex/_extract_answer.py sha256=hmJG0iVEe_ww-ll9XEtIL_xPOiNitycUkXBI6WwgfzA 1342
snowflake/cortex/_finetune.py sha256=V-cb1M-TDurjO-F25E1CwviXp2r-QCcu6NjsVE6icOg 10952
snowflake/cortex/_sentiment.py sha256=6_RfOKpwoH0k1puvMaj2TP-0RHQvbkLqrorFvmhdx3E 1206
snowflake/cortex/_sse_client.py sha256=sLYgqAfTOPADCnaWH2RWAJi8KbU_7gSRsTUDcDD5Tl8 5239
snowflake/cortex/_summarize.py sha256=bwpFBzBGmNQSoJqKs3IB5wASjAREnC5ZnViSuZK5IrU 1059
snowflake/cortex/_translate.py sha256=69YUps6mnhzVdubdU_H0IfUAlbBwF9OPemFEQ34P-ts 1404
snowflake/cortex/_util.py sha256=cwRGgrcUo3E05ZaIDT9436vXLQ7GfuBVAjR0QeQ2bDE 3320
snowflake/ml/version.py sha256=wJaJaqPpO6Ic3Pl_5e81zlGKYqi1rf5q8V10jTUEDjA 16
snowflake/ml/_internal/env.py sha256=kCrJTRnqQ97VGUVI1cWUPD8HuBWeL5vOOtwUR0NB9Mg 161
snowflake/ml/_internal/env_utils.py sha256=J_jitp8jvDoC3a79EbMSDatFRYw-HiXaI9vR81bhtU8 28075
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=xgpJtUgKNZXrhf9u4G-0IBoSX7QXB5goLC5sHETiJHc 29850
snowflake/ml/_internal/type_utils.py sha256=x0sm7lhpDyjdA1G7KvJb06z4PEGsogWiMwFrskPTWkA 2197
snowflake/ml/_internal/exceptions/dataset_error_messages.py sha256=h7uGJbxBM6se-TW_64LKGGGdBCbwflzbBnmijWKX3Gc 285
snowflake/ml/_internal/exceptions/dataset_errors.py sha256=TqESe8cDfWurJdv5X0DOwgzBfHCEqga_F3WQipYbdqg 741
snowflake/ml/_internal/exceptions/error_codes.py sha256=S1N9TvjKlAl3GppkcS8y8xnsOzD2b9kOHeLqWhJV0uk 5519
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=pHwY7f5c6JH-RZDtkiWy8nICHKy4T5vvWs5cq5rPD_4 1030
snowflake/ml/_internal/exceptions/modeling_error_messages.py sha256=M1s_PNHcOGlSDKD2kvSUQYsSaKHdHdnE74609LvF27c 749
snowflake/ml/_internal/exceptions/sql_error_codes.py sha256=aEI3-gW7FeNahoPncdOaGGRBmPJmkCHK-a1o2e3c3PI 206
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/lineage_utils.py sha256=kxWW7fkSf1HiUQSks3VlzWyntpt4o_pbptXcpQHtnk8 3432
snowflake/ml/_internal/utils/db_utils.py sha256=HBAY0-XHzCP4ai5q3Yqd8O19Ar_Q9J3xD4jO6Fe7Zek 1668
snowflake/ml/_internal/utils/formatting.py sha256=PswZ6Xas7sx3Ok1MBLoH2o7nfXOxaJqpUPg_UqXrQb8 3676
snowflake/ml/_internal/utils/identifier.py sha256=fUYXjXKXAkjLUZpomneMHo2wR4_ZNP4ak-5OJxeUS-g 12467
snowflake/ml/_internal/utils/import_utils.py sha256=iUIROZdiTGy73UCGpG0N-dKtK54H0ymNVge_QNQYY3A 3220
snowflake/ml/_internal/utils/jwt_generator.py sha256=bj7Ltnw68WjRcxtV9t5xrTRvV5ETnvovB-o3Y8QWNBg 5357
snowflake/ml/_internal/utils/parallelize.py sha256=Q6_-P2t4DoYNO8DyC1kOl7H3qNL-bUK6EgtlQ_b5ThY 4534
snowflake/ml/_internal/utils/pkg_version_utils.py sha256=FwdLHFhxi3CAQQduGjFavEBmkD9Ra6ZTkt6Eub-WoSA 5168
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/service_logger.py sha256=tSKz7SzC33Btu2QgerXJ__4jRhOvRepOSEvHXSy_FTs 1974
snowflake/ml/_internal/utils/snowflake_env.py sha256=WY9KgMcXEydpWObHQCQhvxcSZXMwC-2OHc894njmXEg 3346
snowflake/ml/_internal/utils/snowpark_dataframe_utils.py sha256=pV8m0d4xfG2_Cl25T5nZb1HCXH375EKSOCgwYWfQVac 6359
snowflake/ml/_internal/utils/sql_identifier.py sha256=A5mfeDuz4z6VuUYG3EBpDyQQQCNiRtjVS1WNWAoiqq8 4682
snowflake/ml/_internal/utils/table_manager.py sha256=pU7v8Cx-jGObf6RtTmfCmALfhbpJD-lL45T1gWX1nSY 4982
snowflake/ml/_internal/utils/temp_file_utils.py sha256=0-HTjXdxVt0kE6XcgyvRvY0btflWlmotP2bMXVpFJPA 1553
snowflake/ml/data/__init__.py sha256=vTUXLV3r8CoPkepoEzj5HSpKiaHH4MrthXb9RyclVto 275
snowflake/ml/data/data_connector.py sha256=iOOEkRsy11acWZZnLJj6EDgLM63Q8GY-1htO0l7m9Wo 8711
snowflake/ml/data/data_ingestor.py sha256=Nrj5l0cVnoXWI6Ilig-r_pGS902xkZATbqh3OsV53NI 1017
snowflake/ml/data/data_source.py sha256=dRemXGi_HHQdn6gaNkxxGJixnQPuUYFDP8NBjmB_ZMk 518
snowflake/ml/data/ingestor_utils.py sha256=--nEwJHbYqYHpAzR1APgoeVF9CMgq_fDX81X29HAB4w 2727
snowflake/ml/data/torch_utils.py sha256=Wn9_AY3DiFHJEPdZkKqaFtBMaS1RJ9hSF1ArBeNKqJ4 3292
snowflake/ml/data/_internal/arrow_ingestor.py sha256=C72MGC7QEUAXwIy43qXkxxO9zZDyd3fU4fyZmQ75VHg 12086
snowflake/ml/dataset/__init__.py sha256=nESj7YEI2u90Oxyit_hKCQMWb7N1BlEM3Ho2Fm0MfHo 274
snowflake/ml/dataset/dataset.py sha256=GqdcABGcIlAzPmfTcOC8H_Kw6LNQZ6F_7Ch45hxHOHU 21094
snowflake/ml/dataset/dataset_factory.py sha256=Fym4ICK-B1j6Om4ENwWxEvryq3ZKoCslBSZDBenmjOo 1615
snowflake/ml/dataset/dataset_metadata.py sha256=tWR3fa2WG3Kj2btKMbg51l5jX68qm1rfXRswU0IDYTg 4157
snowflake/ml/dataset/dataset_reader.py sha256=e-IRbxbxFfNbsglmqtzhV_wYFsEflBW6-U_krbfXPpw 4371
snowflake/ml/feature_store/__init__.py sha256=VKBVkS050WNF8rcqNqwFfNXa_B9GZjcUpuibOGsUSls 423
snowflake/ml/feature_store/access_manager.py sha256=LcsfBKsZzfERQQ_pqZG0W-XbpVGx9jkZOI-7nbfryhg 10666
snowflake/ml/feature_store/entity.py sha256=A65FOGlljREUG8IRMSN84v1x2uTeVGCM4NqKXO2Ui8w 4059
snowflake/ml/feature_store/feature_store.py sha256=cb_5xc3QWkiqnUiQ4Y0T58f2sKuifmumV9jG13qreAk 113425
snowflake/ml/feature_store/feature_view.py sha256=7xfrq7abM9-FiA7mJ1yDq5z9Uk7jbHNuyGyySVlNqbo 37040
snowflake/ml/feature_store/examples/example_helper.py sha256=DcQZA5rDyRj9lzMp8ZmoATjAzNfC4DL-draz8du9-Ms 12414
snowflake/ml/feature_store/examples/airline_features/entities.py sha256=V2xVZpHFgGA92Kyd9hCWa2YoiRhH5m6HAgvnh126Nqo 463
snowflake/ml/feature_store/examples/airline_features/source.yaml sha256=kzl8ukOK8OuSPsxChEgJ9SPyPnzC-fPHqZC4O6aqd5o 247
snowflake/ml/feature_store/examples/airline_features/features/plane_features.py sha256=dLZlKOUsI-NvBdaBeoole0mIUrHfbqTexFSbCDGjlGw 1070
snowflake/ml/feature_store/examples/airline_features/features/weather_features.py sha256=RG_Nrjyx8mn9ACzW7nKHUTn36ZnuEueNF5QeGsWe9rk 1695
snowflake/ml/feature_store/examples/citibike_trip_features/entities.py sha256=SE8Zx3xqFJk65Tqori4nh0KOPwEY3baMoFsVAYM1e7c 449
snowflake/ml/feature_store/examples/citibike_trip_features/source.yaml sha256=gutDfijhGkBu1w4r1286JnuO4EhbuRPKwoHisYlt8Yw 229
snowflake/ml/feature_store/examples/citibike_trip_features/features/station_feature.py sha256=nfmgp6KD2ACaqxSClGGjY-Eqk83bTAa0M8yokT98e6E 1423
snowflake/ml/feature_store/examples/citibike_trip_features/features/trip_feature.py sha256=bJe3J-fgdVbPdjAgtPpreh6ZPJKmSqkvSxO9Rpe0Eu4 1228
snowflake/ml/feature_store/examples/new_york_taxi_features/entities.py sha256=J5oragmf6UvwruMjHhtrlzcBP-rA3Fyqv9VOJAT4goU 396
snowflake/ml/feature_store/examples/new_york_taxi_features/source.yaml sha256=0DShPCG972klJjHod0qkXrT7zkw45B3YCZs5U-x4Pv4 338
snowflake/ml/feature_store/examples/new_york_taxi_features/features/location_features.py sha256=n08DTAKWoSwu3jMa1Bl5Iae4-NBlBV7IIyCrUc6qpGM 1782
snowflake/ml/feature_store/examples/new_york_taxi_features/features/trip_features.py sha256=CsZ4Qe4nrsY39L5E1CX2k3lHD_afdiPDOiJ8VpVq5wk 1327
snowflake/ml/feature_store/examples/source_data/airline.yaml sha256=CZV416oTTM6hWCK2GPdb38Q8AR3CGIxAZwXrbP9KT_E 152
snowflake/ml/feature_store/examples/source_data/citibike_trips.yaml sha256=OaQwNzUHasgGgy8oIOHVRJ5tg7nnKs11hqDSZYs5-U0 923
snowflake/ml/feature_store/examples/source_data/fraud_transactions.yaml sha256=ENAIRcrRmdIplKJP8A5nhXdWSQRNTeQH4ghIT9boE8o 711
snowflake/ml/feature_store/examples/source_data/nyc_yellow_trips.yaml sha256=1PkEybh_ieP-HZme9YPuAf6-pL4D6-6dzNlqdZpH8fk 142
snowflake/ml/feature_store/examples/source_data/winequality_red.yaml sha256=03qIwx_7KA-56HwKqshSOFCGOvLnQibR_Iv2zprz_Vs 741
snowflake/ml/feature_store/examples/wine_quality_features/entities.py sha256=Hk593l6dqruvgcPRcSGKf2UGVQ9CPxmD547UuZ7QCnU 294
snowflake/ml/feature_store/examples/wine_quality_features/source.yaml sha256=dPs0nzf4poLhxDVEydb2Ff3mpRCWQ_L4jCoPO7HV4QA 241
snowflake/ml/feature_store/examples/wine_quality_features/features/managed_wine_features.py sha256=W58pGmIKV1iehou4Knw_yWJRWKKt_80ZiiMi3C_vwOw 1466
snowflake/ml/feature_store/examples/wine_quality_features/features/static_wine_features.py sha256=ej1_DxD_W4TyqwOJ9T5C6s0S8rE5UPaP-KFzKi5MDWM 1024
snowflake/ml/fileset/embedded_stage_fs.py sha256=fmt8IoYbHtBMjyIC3K87ng-i5uYwE_2XKFQogNkP-nM 6000
snowflake/ml/fileset/fileset.py sha256=u-Hkqr7p97ajRYyd93fr62grbiBaA0AqTYkAAOppZj8 26186
snowflake/ml/fileset/parquet_parser.py sha256=sjyRB59cGBzSzvbcYLvu_ApMPtrR-zwZsQkxekMR4FA 6884
snowflake/ml/fileset/sfcfs.py sha256=uPn8v5jlC3h_FrNqb4UMRAZjRZLn0I3tzu0sfi5RHik 15542
snowflake/ml/fileset/snowfs.py sha256=uF5QluYtiJ-HezGIhF55dONi3t0E6N7ByaVAIAlM3nk 5133
snowflake/ml/fileset/stage_fs.py sha256=IEVZ6imH77JiSOIRlRHNWalwafoACRgHFr8RAaICSP8 20170
snowflake/ml/fileset/tf_dataset.py sha256=K8jafWBsyRaIYEmxaYAYNDj3dLApK82cg0Mlx52jX8I 3849
snowflake/ml/fileset/torch_datapipe.py sha256=O2irHckqLzPDnXemEbAEjc3ZCVnLufPdPbt9WKYiBp0 2386
snowflake/ml/lineage/__init__.py sha256=8p1YGynC-qOxAZ8jZX2z84Reg5bv1NoJMoJmNJCrzI4 65
snowflake/ml/lineage/lineage_node.py sha256=e6L4bdYDSVgTv0BEfqgPQWNoDiTiuI7HmfJ6n-WmNLE 5812
snowflake/ml/model/__init__.py sha256=EvPtblqPN6_T6dyVfaYUxCfo_M7D2CQ1OR5giIH4TsQ 314
snowflake/ml/model/custom_model.py sha256=O60mjz2Vy8A0Rt3obq43zBT3BxkU7CIcN0AkHsOgHZI 11221
snowflake/ml/model/model_signature.py sha256=gZnZPs9zTCYkeFoiQzoGUQYZMydYjzH-4xPTzfqt4hU 30496
snowflake/ml/model/type_hints.py sha256=9GPwEuG6B6GSWOXdOy8B1Swz6yDngL865yEtJMd0v1U 8883
snowflake/ml/model/_client/model/model_impl.py sha256=pqjK8mSZIQJ_30tRWWFPIo8X35InSVoAunXlQNtSJEM 15369
snowflake/ml/model/_client/model/model_version_impl.py sha256=tGfSR4dF8okdBPeAu7yWVSLtwvnvhnJr9xalKbQZw5M 40144
snowflake/ml/model/_client/ops/metadata_ops.py sha256=7cGx8zYzye2_cvZnyGxoukPtT6Q-Kexd-s4yeZmpmj8 4890
snowflake/ml/model/_client/ops/model_ops.py sha256=didFBsjb7KJYV_586TUK4c9DudVQvjzlphEXJW0AnmY 43935
snowflake/ml/model/_client/ops/service_ops.py sha256=t_yLtHlAzHc28XDZ543yAALY5iVsRwVw4i9mtiPaXpQ 19237
snowflake/ml/model/_client/service/model_deployment_spec.py sha256=uyh5k_u8mVP5T4lf0jq8s2cFuiTsbV_nJL6z1Zum2rM 4456
snowflake/ml/model/_client/service/model_deployment_spec_schema.py sha256=eaulF6OFNuDfQz3oPYlDjP26Ww2jWWatm81dCbg602E 825
snowflake/ml/model/_client/sql/_base.py sha256=Qrm8M92g3MHb-QnSLUlbd8iVKCRxLhG_zr5M2qmXwJ8 1473
snowflake/ml/model/_client/sql/model.py sha256=o36oPq4aU9TwahqY2uODYvICxmj1orLztijJ0yMbWnM 5852
snowflake/ml/model/_client/sql/model_version.py sha256=hNMlmwN5JQngKuaeUYV2Bli73RMnHmVH01ABX9NBHFk 20686
snowflake/ml/model/_client/sql/service.py sha256=fvQRhRGU4FBeOBouIoQByTvfQg-qbEQKplCG99BPmL0 10408
snowflake/ml/model/_client/sql/stage.py sha256=165vyAtrScSQWJB8wLXKRUO1QvHTWDmPykeWOyxrDRg 826
snowflake/ml/model/_client/sql/tag.py sha256=pwwrcyPtSnkUfDzL3M8kqM0KSx7CaTtgty3HDhVC9vg 4345
snowflake/ml/model/_model_composer/model_composer.py sha256=535ElL3Kw8eoUjL7fHd-K20eDCBqvJFwowUx2_UOCl8 6712
snowflake/ml/model/_model_composer/model_manifest/model_manifest.py sha256=X6-cKLBZ1X2liIjWnyrd9efQaQhwIoxRSE90Zs0kAZo 7822
snowflake/ml/model/_model_composer/model_manifest/model_manifest_schema.py sha256=akDY_lM3srumPHjmL7AUl782eARg1rWTIdLu-U0Jjwc 2720
snowflake/ml/model/_model_composer/model_method/function_generator.py sha256=2cE463GKWAJCrqEYD1s8IPzd3iPu0X0eQ12NnXQhGBM 2556
snowflake/ml/model/_model_composer/model_method/infer_function.py_template sha256=JbCgx__GqkHi6n_ceYdZi_ywNKK38u-d5c5Afg9QUi0 1476
snowflake/ml/model/_model_composer/model_method/infer_partitioned.py_template sha256=L5R04QeoW6dH1PdEy3qo1LS478rTmvvRmrwlgqVwimg 1504
snowflake/ml/model/_model_composer/model_method/infer_table_function.py_template sha256=NUDSyFFAdEZEWtSkvYxkU9vB-NTjcTg6sjkrNpcmF6A 1418
snowflake/ml/model/_model_composer/model_method/model_method.py sha256=LBZsXzkGj-OiL9Tw4S0yBJlWLIzwzefCL6iO964gdCw 7019
snowflake/ml/model/_packager/model_handler.py sha256=wMPGOegXx5GgiSA81gbKpfODosdj2mvD1bFbeN4OmNc 2642
snowflake/ml/model/_packager/model_packager.py sha256=EhpEmfd2oDYuIrOYFOadI0OOFJa9bleMvI1WTHQqjE8 5806
snowflake/ml/model/_packager/model_env/model_env.py sha256=968vlQJrI2_2rQ88cl3uXe1FP5kG-zG4UkUySRDgFt4 17517
snowflake/ml/model/_packager/model_handlers/_base.py sha256=qQS1ZSz1Ikdj0TvyLU9n8K6KAj-PknL4s801qpnWodo 7164
snowflake/ml/model/_packager/model_handlers/_utils.py sha256=KwBZVSlp6HcCXd7T_zJJE8s5W9YGeXAD_kTpKhrLVzE 9209
snowflake/ml/model/_packager/model_handlers/catboost.py sha256=psBv5txOfAjKMqQnxg3sLPd1I7JYtruslbGUkhULtTs 10704
snowflake/ml/model/_packager/model_handlers/custom.py sha256=i9jhMzNrgxEdiJLw9ojeiMaCWYk5nVj48JyS_e87RpM 8333
snowflake/ml/model/_packager/model_handlers/huggingface_pipeline.py sha256=BzeZgY4Z8GTtgc2sv65wjLlONgfEH1_yWBd2N4RDCMg 21397
snowflake/ml/model/_packager/model_handlers/lightgbm.py sha256=E0667G5FFfMssaXjkM77vtf_cyQJg53OKgUJOBmWhaQ 11092
snowflake/ml/model/_packager/model_handlers/mlflow.py sha256=A3HnCa065jtHsRM40ZxfLv5alk0RYhVmsU4Jt2klRwQ 9189
snowflake/ml/model/_packager/model_handlers/pytorch.py sha256=DDcf85xisPLT1PyXdmPrjJpIIepkdmWNXCOpT_dCncw 8294
snowflake/ml/model/_packager/model_handlers/sentence_transformers.py sha256=f21fJw2wPsXzzhv71Gi1eHctSlyJ6NAR1EQX5iUL5M8 9842
snowflake/ml/model/_packager/model_handlers/sklearn.py sha256=dwwETBdJJM3AVfl3R6VvvVOZQHgnwIuk9dUUCDOs-w0 14111
snowflake/ml/model/_packager/model_handlers/snowmlmodel.py sha256=uhsJ3zK24aavBRO5gNyxv8BHqU9n1TPUBYm1qHTuaxE 12176
snowflake/ml/model/_packager/model_handlers/tensorflow.py sha256=SkbnvkElK4UIMgygv9EK9f5hBxWZ2YDroymUC9uBsBk 9169
snowflake/ml/model/_packager/model_handlers/torchscript.py sha256=BIdRINO1xZ5uHrR9uA0vExWQymOryTaSpyAMpCCtz8U 8036
snowflake/ml/model/_packager/model_handlers/xgboost.py sha256=iQkwJ_Ksly3ZSNNjnW2pRetjpyLLneDT5QaeHrpidnw 11542
snowflake/ml/model/_packager/model_handlers_migrator/base_migrator.py sha256=BZo14UrywGZM1kTqzN4VFQcYjl7dggDp1U90ZBCMuOg 1409
snowflake/ml/model/_packager/model_meta/_packaging_requirements.py sha256=yOrF0WBkFh5NvyzZMSZHpsv_W1iR5hRpPH1bwzpSH_Q 78
snowflake/ml/model/_packager/model_meta/model_blob_meta.py sha256=GmiqqI-XVjrOX7cSa5GKerKhfHptlsg74MKqTGwJ5Jk 1949
snowflake/ml/model/_packager/model_meta/model_meta.py sha256=Fn0yrMiTRmp2lgy15DJvIeT_PMOu_ACNO37b9o4_q2Q 18787
snowflake/ml/model/_packager/model_meta/model_meta_schema.py sha256=5Sdh1_NCKycLvhMO1IbLyXdl4RO_vnw9Z9-AHf5ojpE 2839
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=eR_qxEwsmzaeaRYH9K4wUAG7bhpqZvn07en2vfRV4c4 1459
snowflake/ml/model/_packager/model_runtime/model_runtime.py sha256=G52nrjzcZiWBJaed6Z1qKq-HjqtnG2MnywDdU9lPusg 5051
snowflake/ml/model/_packager/model_task/model_task_utils.py sha256=0aEUfg71bP5-RkwmzOJBe51yHxLRrtM17tUBoCiuMMk 6310
snowflake/ml/model/_signatures/base_handler.py sha256=WwBfe-83Y0m-HcDx1YSYCGwanIe0fb2MWhTeXc1IeJI 1304
snowflake/ml/model/_signatures/builtins_handler.py sha256=nF-2ptQjeu7ikO72_d14jk1N6BVbmy-mjtZ9I1c7-Qg 2741
snowflake/ml/model/_signatures/core.py sha256=C9iTtdaXJVMDkOqCH5Tie7ucib4d0pBJ0oXJWAqur3s 20233
snowflake/ml/model/_signatures/numpy_handler.py sha256=wE9GNuNNmC-0jLmz8lI_UhyETNkKUvftIABAuNsSe94 5858
snowflake/ml/model/_signatures/pandas_handler.py sha256=ACv8egyiK2Sug8uhkQqMDGTTc9HPkI3-UZYMUxzSjLg 11145
snowflake/ml/model/_signatures/pytorch_handler.py sha256=yEU-V_WRjE8Q7NdHyghl0iYpMiIDzGaIR5Pd_ixB1Hk 4631
snowflake/ml/model/_signatures/snowpark_handler.py sha256=2_AY1ssucMICKSPeDjf3mV4WT5farKYdnYkHsvhHZ20 6066
snowflake/ml/model/_signatures/tensorflow_handler.py sha256=9bUbxtHpl4kEoFzeDJF87bQPb8RdLLm9OV23-aUyW3s 6114
snowflake/ml/model/_signatures/utils.py sha256=1E_mV1qdUuob8tjB8WaOEfuo2rmQ2FtOgTNyXZGzoJg 13108
snowflake/ml/model/models/huggingface_pipeline.py sha256=62GpPZxBheqCnFNxNOggiDE1y9Dhst-v6D4IkGLuDeQ 10221
snowflake/ml/modeling/_internal/constants.py sha256=aJGngY599w3KqN8cDZCYrjbWe6UwYIbgv0gx0Ukdtc0 105
snowflake/ml/modeling/_internal/estimator_utils.py sha256=mbMm8_5tQde_sQDwI8pS3ljHZ8maCHl2Shb5nQwLYac 11872
snowflake/ml/modeling/_internal/model_specifications.py sha256=P9duVMP9-X7us_RZFPyXvWxOrm5K30sWDVYwSMEzG1M 4876
snowflake/ml/modeling/_internal/model_trainer.py sha256=RxpZ5ARy_3sfRMCvArkdK-KmsdbNXxEZTbXoaJ4c1ag 984
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=UN-23TJ4Usf6N9ZTXcU4IfJmI-uJXOsfdslOAax7d2I 7989
snowflake/ml/modeling/_internal/local_implementations/pandas_trainer.py sha256=h3Zsw9tpBB7WEUyIGy35VYNNR8y_XwiRHyR3mULyxIE 5960
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=Jypb-EH4iCOTtFRfF_wUNlm3yMR2WTUrV0YZnuYz_QA 54996
snowflake/ml/modeling/_internal/snowpark_implementations/distributed_search_udf_file.py sha256=HnsSmsXAeJrH9zVeq3CSziIaCUDxeWWx6kRyAK4qajM 6601
snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_handlers.py sha256=O6QHRPVS-HzVesw_tMXL6NALAphkqXIEsrEKMva6-Z0 15750
snowflake/ml/modeling/_internal/snowpark_implementations/snowpark_trainer.py sha256=D4tZY-Fg9U6yY4mkznzzFuf6GmmemS5ZQCUu2yZgDTQ 32259
snowflake/ml/modeling/_internal/snowpark_implementations/xgboost_external_memory_trainer.py sha256=4WP1QVqfSVvziVlQ7k9nWQNCM0GN5kTk4Xnd-9jWTXc 17300
snowflake/ml/modeling/calibration/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/calibration/calibrated_classifier_cv.py sha256=TFIK8t0Q2iWmc7m_Z4RS5NtaFbZ1tXDWoq36lqv0cGs 53602
snowflake/ml/modeling/cluster/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/cluster/affinity_propagation.py sha256=k1ZND2S4qlc45KxBIUkg5T-ajKJ3VWk-4yayLdv44Zk 51855
snowflake/ml/modeling/cluster/agglomerative_clustering.py sha256=IsWA50g9Fxi3ddMluCO1eqbJ3zcXTmM13s4NPDfvzeo 53768
snowflake/ml/modeling/cluster/birch.py sha256=M1-7YgDw71fCRt_qtzH_OLKmZhuceq8CLqGw5VjF51M 51768
snowflake/ml/modeling/cluster/bisecting_k_means.py sha256=MUoutkGVeTcX1MbXZXqyJh5nR0BWqMvJDoorLoXcYUg 54537
snowflake/ml/modeling/cluster/dbscan.py sha256=rjplq4RyBsIImQbOO19IbV2zobTPKgUmTRe1grROqiI 52109
snowflake/ml/modeling/cluster/feature_agglomeration.py sha256=89zIYUVfvbJPZJrsjVnzQhRKDY36neIY2pfy4fOaeQE 54062
snowflake/ml/modeling/cluster/k_means.py sha256=eji_ySSPIrxQAYz8VQ41suLUwP7SdKF33Bt9ySLOdlg 54263
snowflake/ml/modeling/cluster/mean_shift.py sha256=7F-VD9ElANRiinzpapgvxxs_u1Tg1ennRUVdLQLcQhU 52142
snowflake/ml/modeling/cluster/mini_batch_k_means.py sha256=jFxEH4PXcSVuni4xKGbP4OOJNBu-j4P0QLx8u8CRpYQ 55460
snowflake/ml/modeling/cluster/optics.py sha256=-R9TNtmLPrQF_2d2wCSElnsZOrg2EGvCCTdLqMu3sv0 55319
snowflake/ml/modeling/cluster/spectral_biclustering.py sha256=o8_SbNh3dYEG8BKz0r-0BZkJZOwXv6gx0nNfAEceiks 52152
snowflake/ml/modeling/cluster/spectral_clustering.py sha256=zL00K8UQSehQMZ-0Aeqw-vzFKqNXrbVwBYdoam0mXOQ 55436
snowflake/ml/modeling/cluster/spectral_coclustering.py sha256=yzrNfxs48JPQPkLdO6So11lJDZKsy8gDD1wlMJ7oxcc 51285
snowflake/ml/modeling/compose/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/compose/column_transformer.py sha256=LTaCu3U9lqbGbzGlSggzEfmjih_YEDsKAVYEMPWqBD0 54610
snowflake/ml/modeling/compose/transformed_target_regressor.py sha256=hk-g-yJFL4CNlmDhTg6vw-N8N-bg9hZvzh2nWe4Z8rM 51897
snowflake/ml/modeling/covariance/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/covariance/elliptic_envelope.py sha256=c-BG_eiC01n2ZN76ZEj80TtQRM9z-GPMWfIVgNnqBLA 52186
snowflake/ml/modeling/covariance/empirical_covariance.py sha256=hYRitTNwhsY60qpTbUdhNMQkCG2aX2oxFP0trsYyJeA 49984
snowflake/ml/modeling/covariance/graphical_lasso.py sha256=fsotiESbzirsjULlzda8X0OrJbdCYJjwRUHFsMX5n-4 51843
snowflake/ml/modeling/covariance/graphical_lasso_cv.py sha256=WeiQ8WXeDsy3ly6sx6246jq5hFKkAchXLtK4o2RfbYI 53035
snowflake/ml/modeling/covariance/ledoit_wolf.py sha256=GJhlSCGT-nanFY0fAvSCDlfaiiZpOFxeNJ8o54uEFEM 50113
snowflake/ml/modeling/covariance/min_cov_det.py sha256=wmRlc8MiDOUOVLVKYcdKHs2aHGp45A-7zlWCJ9CDCw8 50880
snowflake/ml/modeling/covariance/oas.py sha256=RL1L8D-Ed9s1rFVnSn4wPvwQao6jYFhDz5tDq1W_KHg 49727
snowflake/ml/modeling/covariance/shrunk_covariance.py sha256=ULvwAUtaQUSeqQELKhSaa1kfjeXuqgGSdD71X81YjZo 50136
snowflake/ml/modeling/decomposition/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/decomposition/dictionary_learning.py sha256=AJBcaae1t9R7XAbjLrmYd9U0AHzVoG_5E8ZAbunYWfU 55135
snowflake/ml/modeling/decomposition/factor_analysis.py sha256=yple9ZHcINCl95OpB0GivWbi-gWC9Q4TW-_YoYg3cNQ 52794
snowflake/ml/modeling/decomposition/fast_ica.py sha256=lUb88ndGnryU1-jU8ASpG86keTSCZ4zELccg-tfC0Ak 52721
snowflake/ml/modeling/decomposition/incremental_pca.py sha256=G_buEnTXWdPX-KVR0YRZrm82118_cYWQV8TFl_eBN-A 51088
snowflake/ml/modeling/decomposition/kernel_pca.py sha256=oiV8XnvFPrYLIpfeh7hzKXaQAZtOZ7fZWA2rh0nOuiA 55078
snowflake/ml/modeling/decomposition/mini_batch_dictionary_learning.py sha256=QorZjT46Fs3Dm5fkALMWhiY-YA5Aq8GAl6WPrckrR4E 55867
snowflake/ml/modeling/decomposition/mini_batch_sparse_pca.py sha256=tWHa8KqsBDnwjWes-hs-qiB-JHPLObbm18UxVUu8w_Q 53130
snowflake/ml/modeling/decomposition/pca.py sha256=PEUS9WHGS3kFRbyJxgDphJE6gWi5Lpul5pBQ85YfgF8 55298
snowflake/ml/modeling/decomposition/sparse_pca.py sha256=vMWi3cKMuFrJOlggWPs_vQaC9WF_q4M0XHXPpuR34Vs 52237
snowflake/ml/modeling/decomposition/truncated_svd.py sha256=oy1k6zTMb5R9_AaYYJeVAS_U3m0zfVwvKGLbVAUeW8A 51863
snowflake/ml/modeling/discriminant_analysis/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/discriminant_analysis/linear_discriminant_analysis.py sha256=9JKFvGdCZZEqQvHiJxdHQXMBdqaDfAgKOQEQcZBGzfE 54754
snowflake/ml/modeling/discriminant_analysis/quadratic_discriminant_analysis.py sha256=x536xqmYYQa9n6dJG5uW-kr0Ah-0wIFf5cWq_hlGUCQ 52333
snowflake/ml/modeling/ensemble/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/ensemble/ada_boost_classifier.py sha256=UdGn1aSInpqsmOCycMaotppJ7oIa7KYzYFKSdcKlra0 52535
snowflake/ml/modeling/ensemble/ada_boost_regressor.py sha256=1batkzCn0PHyLk8jdN0n3AY0-PKU7bPdHpAlSV1ew2A 51538
snowflake/ml/modeling/ensemble/bagging_classifier.py sha256=RLOvLvHm-snlgDO8bOywN8K0xsOS7Ay4LEdGg8dooqE 53727
snowflake/ml/modeling/ensemble/bagging_regressor.py sha256=gE1IIkVpPBdnVz2pQp8m6_HuYglRVWSRpR35Gs8oHB0 52962
snowflake/ml/modeling/ensemble/extra_trees_classifier.py sha256=0OPcDnZQfYZGxruEkSC5PfJ1bXt8eEqV5qcPxrCiOqQ 59776
snowflake/ml/modeling/ensemble/extra_trees_regressor.py sha256=ktX5IdGEZkLg6OsF_XX0CeuBjc_3VzQyyJZihoHGyLU 58229
snowflake/ml/modeling/ensemble/gradient_boosting_classifier.py sha256=MK8hfnMxLONqj4JAmsparVB_lvMre5EswBGDnfxmR5g 60535
snowflake/ml/modeling/ensemble/gradient_boosting_regressor.py sha256=x0_pDhqifw9waPkib-BsNnSwq0_hqjjCtElrLNn-q_g 60127
snowflake/ml/modeling/ensemble/hist_gradient_boosting_classifier.py sha256=GvXqM5VOGw2PdjK7eoO4cFyX09XK60LhSklAP8j8uPA 61021
snowflake/ml/modeling/ensemble/hist_gradient_boosting_regressor.py sha256=6a3LDEOTnDv8VHy5szdauBxXrWjOC8gCJf9q9zvFjqE 59356
snowflake/ml/modeling/ensemble/isolation_forest.py sha256=bKDKA7N0Cnadd-ed6gcWZLZ-HcA47Z9imUEIURkVOac 53320
snowflake/ml/modeling/ensemble/random_forest_classifier.py sha256=P60cup1BdqN3CzNvTxPuJN4fzv5WNZeKB3flh87zlNg 59749
snowflake/ml/modeling/ensemble/random_forest_regressor.py sha256=iNJNzWw6Gmp21UmLdNqOVCHfd0rMj7Uor-LYPIls7qw 58202
snowflake/ml/modeling/ensemble/stacking_regressor.py sha256=_7UAkQFzVg86CEVt71flU5vKHPkOwk4OLvnBeqVWy9E 53264
snowflake/ml/modeling/ensemble/voting_classifier.py sha256=Tp3Bp2t1eiPaZHMSwzVa-F7jwR21EHwxOjwwelQf6Rw 52816
snowflake/ml/modeling/ensemble/voting_regressor.py sha256=SwoThI21kjcR1SIWGBFfaTBkElC7bT3rYBQPvZjSpxM 51341
snowflake/ml/modeling/feature_selection/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/feature_selection/generic_univariate_select.py sha256=VhZLbQDQSlMmVLKUW14T7bS6miRlxbjNLAICDLuSQAw 50811
snowflake/ml/modeling/feature_selection/select_fdr.py sha256=CU5gCe24cP8GqL2XsVX6eiO3-q2AWnL1uN3kyd9fUDU 50273
snowflake/ml/modeling/feature_selection/select_fpr.py sha256=-Dw7VTLNUifbSdlYxReKx20oWljAQSJYD62xa1k2XtA 50267
snowflake/ml/modeling/feature_selection/select_fwe.py sha256=Je3rfzC5lYaFEm5UPVFZL5dHZO4PkNac7jhEzReOFVU 50275
snowflake/ml/modeling/feature_selection/select_k_best.py sha256=HL44ELYoURu3AAEUVAq4jOLb0PqyPR1xzlupclK1zgU 50368
snowflake/ml/modeling/feature_selection/select_percentile.py sha256=g7wL2FyLmeBDUy6-3ArkLlbKWkzb49wHCcEgU7cR1o4 50428
snowflake/ml/modeling/feature_selection/sequential_feature_selector.py sha256=bn_42MIkNfBcRmS_o7csgSq1k8vEmlmjUi-Rrmr8-Y8 53207
snowflake/ml/modeling/feature_selection/variance_threshold.py sha256=Uligo8j5-5A6b9WRmZtiFFgokBl9AlpHhQArCwc67S4 50069
snowflake/ml/modeling/framework/_utils.py sha256=7k9iU5zAWa4ZpMZlg8KfSMi4vH3o69w5aAh5RTRNdZ4 10203
snowflake/ml/modeling/framework/base.py sha256=Q1Yq8SesnpVWdtRGc6rbuz9T3hcT0eRjl2ZiWGyWAeQ 31954
snowflake/ml/modeling/gaussian_process/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/gaussian_process/gaussian_process_classifier.py sha256=XhNEhI74o1MIWWdhS6M5VpIi26g4nT3f3q-RFwICu34 55699
snowflake/ml/modeling/gaussian_process/gaussian_process_regressor.py sha256=ixMgrUx730ndApkB9AFJoRBgN8VqfYFzH-wYmyuEF5c 54763
snowflake/ml/modeling/impute/__init__.py sha256=dYtqk_GD_hAAZjGfH1maWlZQ30h4hu_KGaf-_y9_AD8 298
snowflake/ml/modeling/impute/iterative_imputer.py sha256=f6avKsWMH86KMH7dMvFj_JAx6slZk631h3e-jGYo_yY 56592
snowflake/ml/modeling/impute/knn_imputer.py sha256=7VfopZ9-g_iVsM573g711v86XG7itMNzER2QMBA9nCY 52302
snowflake/ml/modeling/impute/missing_indicator.py sha256=xFpuMBd2h9yV62MfkKIz6sVS6skOR5Sos5R8xeI8S_k 51165
snowflake/ml/modeling/impute/simple_imputer.py sha256=T1niXlhS2vWbhF5IQ2k7qlBXKmvYVC3y1aKq73dCaBs 20946
snowflake/ml/modeling/kernel_approximation/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/kernel_approximation/additive_chi2_sampler.py sha256=Wv6Qx-CFff8Fo7f_qGyEU2pg9MDoC6XSUn9qIZGr_k0 50199
snowflake/ml/modeling/kernel_approximation/nystroem.py sha256=Qf9p8v4fE3E3kDxK1MAzE4hQo3UoR5Wglukm9Coj6TM 51959
snowflake/ml/modeling/kernel_approximation/polynomial_count_sketch.py sha256=_FyxuBoy-0x88etrF2y12uMX_EjscisRYH03y7yqM6w 51220
snowflake/ml/modeling/kernel_approximation/rbf_sampler.py sha256=meXIcWyEVtHtIjHwqPA-lfE3xgBPRUGrKwYHXeNJyPY 50563
snowflake/ml/modeling/kernel_approximation/skewed_chi2_sampler.py sha256=uFOYWOHEazfgLgWBv7r6cfHOskC81I2z_bkoDWYtK7I 50618
snowflake/ml/modeling/kernel_ridge/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/kernel_ridge/kernel_ridge.py sha256=OHjaB-MgZvuYFtQawAC1e5rWw98n2n4jpubjdDxoa6w 52067
snowflake/ml/modeling/lightgbm/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/lightgbm/lgbm_classifier.py sha256=7Sv6ovpKWEVX9tgo9YgPIRPqHmZ9752PacHzpw8YJpo 51570
snowflake/ml/modeling/lightgbm/lgbm_regressor.py sha256=V0EBtok8jgxDlkCR4M8lg2CW_UOVXmMS7AqOH8LNLEY 51072
snowflake/ml/modeling/linear_model/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/linear_model/ard_regression.py sha256=DEX9-MxB9zuw2kdNZM8fjoUHBwRtmoIxeV6zzDvHIm0 51827
snowflake/ml/modeling/linear_model/bayesian_ridge.py sha256=gc8wvc6ewNnA4L0pSRMgI_we8AN-tNl6FxGgb37xArk 52197
snowflake/ml/modeling/linear_model/elastic_net.py sha256=nGHJOJ5hw_ZLEaMnC8kFFo4emDiTZ6bLKaDmT2hpyMM 53215
snowflake/ml/modeling/linear_model/elastic_net_cv.py sha256=thUXXE4ZXvIOCGHwEzgOHfNCQHuoA46OMjEzgS-lr44 54291
snowflake/ml/modeling/linear_model/gamma_regressor.py sha256=uB9Ru3gE1Cex-XyT-yc3qt6uD1XImIjEHkM4gTpFu-E 52080
snowflake/ml/modeling/linear_model/huber_regressor.py sha256=R9ColYTOXUBiOMj0-onT1Lhb3iSDU9rcXMyyA0spy3k 51277
snowflake/ml/modeling/linear_model/lars.py sha256=sC5zjOgBSL7QXrHftXla8wiCugE6_Au3Ub2awz9ix7k 51983
snowflake/ml/modeling/linear_model/lars_cv.py sha256=J-pHwX1MQk7FRWf5xsuoijO-jCBJpIrnFyhNR75sMKA 52231
snowflake/ml/modeling/linear_model/lasso.py sha256=oCvyY7P6Dqgyyy6IVMjaWPXR9uJXTCSvepjy1o3ylBU 52597
snowflake/ml/modeling/linear_model/lasso_cv.py sha256=rE1GJOuj0HECA9nJ1SwuOBKqH_Zm4hiDhAQYxN-n_84 53409
snowflake/ml/modeling/linear_model/lasso_lars.py sha256=Yf1pOMq3SsD-wY_hNmX3f0LEAnUP8Zt5uyS_hoRKM4g 53124
snowflake/ml/modeling/linear_model/lasso_lars_cv.py sha256=kKO-V3KYVYqQ3hMy2goGkEdNJFkvwLtaoIMh_d7MWHs 53112
snowflake/ml/modeling/linear_model/lasso_lars_ic.py sha256=CC094Ky-JhTsOlTza9ta9UVt4AcspAo3KM84vzeL2_w 52433
snowflake/ml/modeling/linear_model/linear_regression.py sha256=RgsPYYgUVbU7rDbjIU_SkKQ2b_rLKjhaaibaqPXCowM 50821
snowflake/ml/modeling/linear_model/logistic_regression.py sha256=yhfiwaya483nUTGTJmpWFkffzTk8-HQwSbgQ7qk8BL8 57586
snowflake/ml/modeling/linear_model/logistic_regression_cv.py sha256=sO7Dyt31IxNShhhe9_a-0_LOuqT5aWLre5SBbBIm4sM 58650
snowflake/ml/modeling/linear_model/multi_task_elastic_net.py sha256=oAQ3x8w1uZNCDqIr-onPSUz2guRihpzKqL9XuILSdhA 52296
snowflake/ml/modeling/linear_model/multi_task_elastic_net_cv.py sha256=LThFnQRTrOejjRf3pa7ztF3CylliSGa8yfcU6ib5_Wo 53961
snowflake/ml/modeling/linear_model/multi_task_lasso.py sha256=BfNZNeNC61muK_z6EUJ_5SvDiiUZdoBCO8Jxl-cSxNs 51839
snowflake/ml/modeling/linear_model/multi_task_lasso_cv.py sha256=Ysr8hVUKS5sBPrL84KgCfqwYY5gDvOOk9CZU8G3BwE8 53128
snowflake/ml/modeling/linear_model/orthogonal_matching_pursuit.py sha256=jvwmMRDbY8ogcAkfvCDKEz1KBhVw2sv8oo5li78vH7U 51044
snowflake/ml/modeling/linear_model/passive_aggressive_classifier.py sha256=hVFlZCRz4-MiwrHck91H_omQg01EKVlYmNvbPjdQcqc 54868
snowflake/ml/modeling/linear_model/passive_aggressive_regressor.py sha256=sU2S8myRWlqohop7OF9tbltPlDt7PGoSN5gWnzAlwCk 53930
snowflake/ml/modeling/linear_model/perceptron.py sha256=wclJmFgaaS-8r_QWmrbMeKIyAotU_lA05njfrbM7xLM 54185
snowflake/ml/modeling/linear_model/poisson_regressor.py sha256=qZwQ7JeCSP-vQGKwvNXV90UoQQVp8DRLf4P4w8ScAds 52127
snowflake/ml/modeling/linear_model/ransac_regressor.py sha256=PN00XC36LAXoaM8KKRvvL3tbAE-rwi5NfGHo3XYjsVY 55266
snowflake/ml/modeling/linear_model/ridge.py sha256=wEYZos7SjZeeG7pjLIrGVCLU5AszpGZ2s0lmfqlBbTw 54141
snowflake/ml/modeling/linear_model/ridge_classifier.py sha256=WkbmCDR-cTO-_ICx-sTPjiUxT5kHIsymk-J5kJSxMnw 54539
snowflake/ml/modeling/linear_model/ridge_classifier_cv.py sha256=_QX8WSk_I9lHQhvd0U5p6YXYnTN3zLUSdpQLNI26FzY 53004
snowflake/ml/modeling/linear_model/ridge_cv.py sha256=TbM4YPZeF0LLy_PFSsUqGlvLssS0FLG-kD6PIt36fzA 53611
snowflake/ml/modeling/linear_model/sgd_classifier.py sha256=Tw9spCSfC5X6q5kCQeZyu_2ZnxFdBUUaj5BwPSbkup8 59596
snowflake/ml/modeling/linear_model/sgd_one_class_svm.py sha256=47xgTQbKcX_SGb9wXphB8zOgSfdl_SF7webdmuZsT2I 54678
snowflake/ml/modeling/linear_model/sgd_regressor.py sha256=13qYk0V_Z0T-qfRRhHyRQG1nA8NveRfW2XAYpcoCWS8 57573
snowflake/ml/modeling/linear_model/theil_sen_regressor.py sha256=e9BOBoW54yN1-MN4Qi8gzNgbTc-88kljQdIT81SPQwI 52563
snowflake/ml/modeling/linear_model/tweedie_regressor.py sha256=9c2cjDRbNGGIhizmC6S-NDZWpeZz8PefjXyq4JLEJtE 53518
snowflake/ml/modeling/manifold/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/manifold/isomap.py sha256=aO4wy-iEjn3meu2ktJO65qDZvSfgblnldzZAjJKgECU 52821
snowflake/ml/modeling/manifold/mds.py sha256=Mmgl3nRyd8QTwXCqPh3pUz9rjHAUl0PeHLcmRLC0_30 52037
snowflake/ml/modeling/manifold/spectral_embedding.py sha256=B09ygJjIA49hYV-Y4w1-hnMoWs4z12Xgmun5XBz5pzQ 52901
snowflake/ml/modeling/manifold/tsne.py sha256=Go_P0kHMAlXBtm9DCubNI3oufPEBnR4eKYVf6sSfGcw 56024
snowflake/ml/modeling/metrics/__init__.py sha256=pyZnmdcefErGbbhQPIo-_nGps7B09veZtjKZn4lI8Tg 524
snowflake/ml/modeling/metrics/classification.py sha256=MrEHOQ6EmfeDl_5t4n1fcE_SQOm8i5jbRSaxcN9s-II 66435
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=9tZQ_Mu6jTWHztwqkPSrFWY_LP551W7FmQrXYwbSlso 13208
snowflake/ml/modeling/metrics/ranking.py sha256=5aqY9bi38vSLrfEeInIJMkzL-3Jm8nv1pQNX5onE9EA 17653
snowflake/ml/modeling/metrics/regression.py sha256=0vQuk2mLJSWfwnhImT3Uz8e_xjNxYFJlDxb89xaQHJk 25929
snowflake/ml/modeling/mixture/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/mixture/bayesian_gaussian_mixture.py sha256=jx5fKk0dnQYUERg4pACPZlFi-N9soXciNHXoBX-IKb0 57409
snowflake/ml/modeling/mixture/gaussian_mixture.py sha256=FTH60ckoW3cyJCfiX5tN73K4S0SKZlfBJHT8hoGxifM 55302
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=K8edz_VVGTWezSxeq5EeReKSrFkgZfmw-5fg5LuD_Bo 38021
snowflake/ml/modeling/model_selection/randomized_search_cv.py sha256=gPnJ3_YL_QasD6dx2YSDBltDErylZjYSKNKXBus448c 38763
snowflake/ml/modeling/multiclass/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/multiclass/one_vs_one_classifier.py sha256=r2gUV5EVWnZiIJe41MN_4VHOEyhdkAyDgDLs-fOtFL0 50823
snowflake/ml/modeling/multiclass/one_vs_rest_classifier.py sha256=2B0w-gj1nnmCj3ZacJgsaWQA3ArL3Zv_y8fH_hHkZfo 51758
snowflake/ml/modeling/multiclass/output_code_classifier.py sha256=RvF9JB11gsk9a7dsuCAvH18lMANj1XgSaxJ1QrJON1U 51095
snowflake/ml/modeling/naive_bayes/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/naive_bayes/bernoulli_nb.py sha256=83IgSrW3GgxiuMF_8XgxaUAkBuKTK8X1w76lWnFx3bA 51350
snowflake/ml/modeling/naive_bayes/categorical_nb.py sha256=0xxdKLFwUfdPdlmlNZ6VisPYgvA671ZDCW5CIQux0k4 51687
snowflake/ml/modeling/naive_bayes/complement_nb.py sha256=rhzL4TQc874fm9EdU6B1KZtOdtFI_FI9mDW7ZJSCo28 51366
snowflake/ml/modeling/naive_bayes/gaussian_nb.py sha256=fadqQU8Iy3U_ZNyyKZL0JkBLsMT23NLA7YbSyIvq_QA 50498
snowflake/ml/modeling/naive_bayes/multinomial_nb.py sha256=mpZx0HIIcK5s9DWFL2bc1qb3OETx0acAejcavGC-Ib8 51132
snowflake/ml/modeling/neighbors/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/neighbors/k_neighbors_classifier.py sha256=307GwV6gukR7eG5y768O6D08ek9ao7cOViSU2A-XSZs 54464
snowflake/ml/modeling/neighbors/k_neighbors_regressor.py sha256=_R9KDDEZ1oe9Ia6Me5pYaifZYXHLszfjn3Mg8IpjZ_8 53830
snowflake/ml/modeling/neighbors/kernel_density.py sha256=-1nhtIF8jiBi0ecJU3yxSMpy_enDBnh_-yMWBeCFg5Q 52119
snowflake/ml/modeling/neighbors/local_outlier_factor.py sha256=g7OOJYSTQBpYATZhB08lxY-Ird17c35Z0SfxNW3_P8k 54695
snowflake/ml/modeling/neighbors/nearest_centroid.py sha256=rj0arB6SElA_yynxrBGSzXioC1nBFe96wtNB1nAJ-F0 50283
snowflake/ml/modeling/neighbors/nearest_neighbors.py sha256=xow3kFE1nZX8IeKAacDV7mpWF4cnWb5JbJM4T0EuqWk 52602
snowflake/ml/modeling/neighbors/neighborhood_components_analysis.py sha256=e5LvLURwNDdFGUqFZZlpCaczWC1wtPzW8IR1llR3cbI 54184
snowflake/ml/modeling/neighbors/radius_neighbors_classifier.py sha256=6m2TeZhPrqYN88qONR1LgYuclapd3Oqtj4naeSbKtBY 54913
snowflake/ml/modeling/neighbors/radius_neighbors_regressor.py sha256=gSUNGHJOHIv11HZghrSOcN8Sqjr2djUdYiXMSg7ph6o 53513
snowflake/ml/modeling/neural_network/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/neural_network/bernoulli_rbm.py sha256=novw3YKaMmdblfTz6MeBjU7xXrL8Gh51dknXyYV2Flo 51326
snowflake/ml/modeling/neural_network/mlp_classifier.py sha256=SVvJ33chdtNsSIYccwM5t_QG4g-ijyKPMONzpFHTHco 58880
snowflake/ml/modeling/neural_network/mlp_regressor.py sha256=mhCxHQrzqd8kJlF7kOIchwUDv8v7mgTYJsymqsQfzss 57992
snowflake/ml/modeling/parameters/disable_distributed_hpo.py sha256=jyjlLPrtnDSQxlTTM0ayMjWKVL_IP3snd--yeXK5htY 221
snowflake/ml/modeling/parameters/disable_model_tracer.py sha256=uj6SZz7HQpThGLs90zfUDcNMChxf0C6DKRN2xOfjmvI 203
snowflake/ml/modeling/parameters/enable_anonymous_sproc.py sha256=7FUdfhLbEGEocdd5XZ-7MFYMzOva58qI1dPDurPt7fw 207
snowflake/ml/modeling/pipeline/__init__.py sha256=dYtqk_GD_hAAZjGfH1maWlZQ30h4hu_KGaf-_y9_AD8 298
snowflake/ml/modeling/pipeline/pipeline.py sha256=X5V_YQ881QZyowJh8-Tnt-oWgk0gMXPqV_C6psAkDAo 46320
snowflake/ml/modeling/preprocessing/__init__.py sha256=dYtqk_GD_hAAZjGfH1maWlZQ30h4hu_KGaf-_y9_AD8 298
snowflake/ml/modeling/preprocessing/binarizer.py sha256=MrgSVTw9RpajyYe0dzai-qnpdOb3Zq0SfJRpHJjpnoY 7383
snowflake/ml/modeling/preprocessing/k_bins_discretizer.py sha256=FdIy8mpjsiMqWsUL07S27T-JNDVgE2bvNUJf4HcBik4 21533
snowflake/ml/modeling/preprocessing/label_encoder.py sha256=jQV2UgA-qtzxNxHzgyhfJtWYIT_8L81miwcQy4dxHIA 7802
snowflake/ml/modeling/preprocessing/max_abs_scaler.py sha256=P03PP907SbofOFv1cJhTe1R2_-lnFYHfGsvYsVFofWY 9146
snowflake/ml/modeling/preprocessing/min_max_scaler.py sha256=leLeIrVsXn08agPqL-N50ohrWlC9FVuztMleQ043H5o 12467
snowflake/ml/modeling/preprocessing/normalizer.py sha256=0VmTIwldr3F3KQC--6RsYkybWjWuiqtxn4PuWinH0ME 6997
snowflake/ml/modeling/preprocessing/one_hot_encoder.py sha256=BW4T4u7EnN62jBOd9pc5UsNVT1_7HzIJJtnUYFLRYtA 75172
snowflake/ml/modeling/preprocessing/ordinal_encoder.py sha256=CfY50IV-akM1hhmt9A05IlgXEdMuRQsHE8PLkOxKUsM 35319
snowflake/ml/modeling/preprocessing/polynomial_features.py sha256=RFn6ECCYuCK9kMqPv67uXph2zE872_loKw6jLJGN570 51258
snowflake/ml/modeling/preprocessing/robust_scaler.py sha256=Dp58jHxBdGdiFQAYmFW39JUdaPHO7dKfMy3KREtKAy0 12653
snowflake/ml/modeling/preprocessing/standard_scaler.py sha256=ui5pWnt2dL2VTTzCWikY8siG3fh_R9J1Wk_VZCHU-rA 11773
snowflake/ml/modeling/semi_supervised/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/semi_supervised/label_propagation.py sha256=rZ3qjcpXNq1dYweHFAPhrbvOBZw-3wcKegen75I5dXQ 51597
snowflake/ml/modeling/semi_supervised/label_spreading.py sha256=8PHYgqhhINa7fEPPzRsbQFSkvG2nlfFlks7Yd0t-fuU 51944
snowflake/ml/modeling/svm/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/svm/linear_svc.py sha256=OcXLU66uy-QvYw7-A41L1DeIZ5xkgAkWqLKz0s0dX2E 55169
snowflake/ml/modeling/svm/linear_svr.py sha256=xGGCMlP8_XNjTqyXdg3OEOLr8TEd72rO3h3qplKU-tQ 53352
snowflake/ml/modeling/svm/nu_svc.py sha256=IM4cxpv2DObfp_dQMU8hTSwQ3fUp4WSGnENo9-vNL9Y 54837
snowflake/ml/modeling/svm/nu_svr.py sha256=ZI-XO8aTkG5hr-zCF_98ENEjTeLS7kZPj7WsNQHterg 51951
snowflake/ml/modeling/svm/svc.py sha256=XuU-zhPmo0CupeLBgl5gO487r5cE50fK8zcD0Qc9I_A 55151
snowflake/ml/modeling/svm/svr.py sha256=pIUkD6kKW8inUKIFb9Nt1n6N0HK05Njz6F9bIzpTCdU 52130
snowflake/ml/modeling/tree/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/tree/decision_tree_classifier.py sha256=MmvRKdYqG5zQ_kB1ADOfn45KynYuFv3Z_R-yVY0qHt4 57937
snowflake/ml/modeling/tree/decision_tree_regressor.py sha256=5eE6INs96PvqqAGgk-gNtZdbCP6_fJ8BFsvv61f6kJk 56485
snowflake/ml/modeling/tree/extra_tree_classifier.py sha256=GacBZnYfIFmce00DR4mEBpGRcyOgUDDPWhcGLd47BMc 57248
snowflake/ml/modeling/tree/extra_tree_regressor.py sha256=dretp3_soBuChs_3u2FTT1a00xOtwh0FqacgeKnt41E 55833
snowflake/ml/modeling/xgboost/__init__.py sha256=rY5qSOkHj59bHiTV6LhBiEhUA0StoCb0ACNR2vkV4v0 297
snowflake/ml/modeling/xgboost/xgb_classifier.py sha256=2QEK6-NihXjKXO8Ue-fOZDyucIBn5ADSyq-fQS3d6Lg 62205
snowflake/ml/modeling/xgboost/xgb_regressor.py sha256=ZorEmRohT2-AUdS8fK0xH8BdB8ENxvVMMDYy34Jzm1o 61703
snowflake/ml/modeling/xgboost/xgbrf_classifier.py sha256=67jh9RosrTeYCWsJbnJ6_MQICHeG22z-DMy8CegP8Vg 62383
snowflake/ml/modeling/xgboost/xgbrf_regressor.py sha256=7_ZwF_QvVqBrkFx_zgGgLXyxtbX26XrWWLozAF-EBB0 61908
snowflake/ml/monitoring/model_monitor.py sha256=8vJf1YROmJgBLUtpaH-lGKSSJv9R7PxPaQnOdr_j5YE 2200
snowflake/ml/monitoring/model_monitor_version.py sha256=TlmDJZDE0lCVatRaBRgXIjzDF538nrMIc-zWj9MM_nk 46
snowflake/ml/monitoring/shap.py sha256=Dp9nYquPEZjxMTW62YYA9g9qUdmCEFxcSk7ejvOP7PE 3597
snowflake/ml/monitoring/_client/model_monitor_sql_client.py sha256=Qr3L6bs84ID5_1TvY6wf5YK2kn3ZVZ-Havo242i3MiY 12710
snowflake/ml/monitoring/_client/queries/record_count.ssql sha256=Bd1uNMwhPKqPyrDd5ug8iY493t9KamJjrlo82OAfmjY 335
snowflake/ml/monitoring/_client/queries/rmse.ssql sha256=OEJiSStRz9-qKoZaFvmubtY_n0xMUjyVU2uiQHCp7KU 822
snowflake/ml/monitoring/_manager/model_monitor_manager.py sha256=_-vxqnHqohTHTrwfURjPXijyAeh1mTRdHCG436GaBik 10314
snowflake/ml/monitoring/entities/model_monitor_config.py sha256=IxEiee1HfBXCQGzJOZbrDrvoV8J1tDNk43ygNuN00Io 1793
snowflake/ml/registry/__init__.py sha256=XdPQK9ejYkSJVrSQ7HD3jKQO0hKq2mC4bPCB6qrtH3U 76
snowflake/ml/registry/registry.py sha256=5aBedBH8NiFkJJe1Pnggsrjnn0ixdg1oqtUHWyz3wsE 23824
snowflake/ml/registry/_manager/model_manager.py sha256=gFr1EqaMR2Eb4erwVz7fi7xK1G1YsFXz1PF5GvOR0pg 12131
snowflake/ml/utils/authentication.py sha256=Wx1kVBZ9XBDuKkRHpPEB2pBxpiJepVLFAirDMx4m5Gk 2612
snowflake/ml/utils/connection_params.py sha256=JRpQppuWRk6bhdLzVDhMfz3Y6yInobFNLHmIBaXD7po 8005
snowflake/ml/utils/sparse.py sha256=XqDQkw39Ml6YIknswdkvFIwUwBk_GBXAbP8IACfPENg 3817
snowflake/ml/utils/sql_client.py sha256=z4Rhi7pQz3s9cyu_Uzfr3deCnrkCdFh9IYIvicsuwdc 692
snowflake_ml_python-1.7.2.dist-info/LICENSE.txt sha256=PdEp56Av5m3_kl21iFkVTX_EbHJKFGEdmYeIO1pL_Yk 11365
snowflake_ml_python-1.7.2.dist-info/METADATA sha256=GwZOHmNQAKaMDP3VeWIDWC-OMhPqldoJaYPrR-_iWGw 67429
snowflake_ml_python-1.7.2.dist-info/WHEEL sha256=PZUExdf71Ui_so67QXpySuHtCi3-J3wvF4ORK6k_S8U 91
snowflake_ml_python-1.7.2.dist-info/top_level.txt sha256=TY0gFSHKDdZy3THb0FGomyikWQasEGldIR1O0HGOHVw 10
snowflake_ml_python-1.7.2.dist-info/RECORD — —

top_level.txt

snowflake