hinteval

View on PyPIReverse Dependencies (0)

0.0.2 hinteval-0.0.2-py3-none-any.whl

Wheel Details

Project: hinteval
Version: 0.0.2
Filename: hinteval-0.0.2-py3-none-any.whl
Download: [link]
Size: 89237
MD5: 570aa48901e02b3a34c729dda5d8a6d7
SHA256: e87e848849e3e5d7907a91d2f9bb8b46a916faae46ef6be0c046419891935ed3
Uploaded: 2024-11-26 21:12:47 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: hinteval
Version: 0.0.2
Summary: A Python framework designed for both generating and evaluating hints.
Author-Email: Jamshid Mozafari <mozafari.jamshid[at]gmail.com>
Project-Url: Documentation, https://hinteval.readthedocs.io/
Project-Url: Repository, https://github.com/DataScienceUIBK/HintEval
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 [yyyy] [name of copyright owner] 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 :: 2 - Pre-Alpha
Classifier: Environment :: GPU :: NVIDIA CUDA
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Requires-Python: >=3.11
Requires-Dist: numpy (==1.26.4)
Requires-Dist: spacy (==3.7.5)
Requires-Dist: transformers (==4.44.2)
Requires-Dist: deepeval (==1.3.2)
Requires-Dist: instructor (==1.5.0)
Requires-Dist: outlines (==0.0.46)
Requires-Dist: pydantic (==2.9.1)
Requires-Dist: datasets (==2.20.0)
Requires-Dist: prettytable (==3.11.0)
Requires-Dist: sentencepiece (==0.2.0)
Requires-Dist: torchtext (==0.2.3)
Requires-Dist: lftk (==1.0.9)
Requires-Dist: joblib (==1.4.2)
Requires-Dist: xgboost (==2.1.0)
Requires-Dist: openai (==1.45.1)
Requires-Dist: nest-asyncio (==1.6.0)
Requires-Dist: tok (==0.1.14)
Requires-Dist: rouge-score (==0.1.2)
Requires-Dist: Faker (==26.0.0)
Requires-Dist: zipfile-deflate64 (==0.2.0)
Requires-Dist: sentence-transformers (==3.0.1)
Requires-Dist: accelerate (==0.32.1)
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 5827 characters]

WHEEL

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

RECORD

Path Digest Size
hinteval/__init__.py sha256=8NFpdBI7HdH3hF50EO9YFhW1LxEC4iBQtJC0j7y8XAA 437
hinteval/__version__.py sha256=NDHlyIcJZjLz8wKlmD1-pr6me5FHBAYwO_ynLG-37N8 411
hinteval/cores/__init__.py sha256=9ayIQRoiMUKBEfcBar5VOTj1XYC4fiCgg3wlJoufOrY 96
hinteval/cores/dataset_core.py sha256=3KNQTaNhjJRZT_Fkg-BmWONuaW-8I-zcxCZlZY9XpW8 51008
hinteval/cores/evaluation_core.py sha256=FLBGwzbz1z8aauJtG7L069NZ8IJXrpaOjYE8_WjiRoQ 8078
hinteval/cores/model_core.py sha256=_N78z0NINgsIXI5TXy4VRCXDqkHImvOPh8S8mtSYYIk 4968
hinteval/cores/dataset/dataset.py sha256=kBEePAsmnmGREXwxZ9ZDm-4_AWi8NVUiJNh4a25MGQ0 22764
hinteval/cores/evaluation_metrics/answer_leakage.py sha256=IdVaT099B5M495mf9u4N7IZvdcdbLynMX-UEVPUwvnw 20496
hinteval/cores/evaluation_metrics/convergence.py sha256=q81I9NfJXxPFqVPa0rfiunqywv0c1XgtxS9zPEVJKNQ 32602
hinteval/cores/evaluation_metrics/familiarity.py sha256=03f392I4z0D9vVE8-Fi9oOu2FGcPC1tQoUamgVkwrFE 16653
hinteval/cores/evaluation_metrics/readability.py sha256=JMEmTzVjjkyQcc2T8jm1zKuZbK9W1FO5BSiD1MaYA-8 41251
hinteval/cores/evaluation_metrics/relevance.py sha256=YutpNoqhyjnHAAxNP6Jktu2MTEV5xrATaPpNdYx5eeM 40264
hinteval/cores/model/model.py sha256=zZjDrBISrn6w3lrcaSqI_020NMwFGdv9vJ2alNPPcqY 22321
hinteval/evaluation/answer_leakage.py sha256=93crC3A2Rsg74G04n58nY-1Uicx3q5_A6Q9xc4yPSQk 90
hinteval/evaluation/convergence.py sha256=xGrQ9ucYEugZoGHtX-n_hiKgFh40-ixFybblFazlWOE 99
hinteval/evaluation/familiarity.py sha256=fTHM7qCehOj-fZPeBJWoL67Gb36biBWqlt4254th8d8 82
hinteval/evaluation/readability.py sha256=3xVcbsagpj5Fr5K_xbswBqlxf85g8DcTFp7Y2TizuzA 128
hinteval/evaluation/relevance.py sha256=yW36kIeg3i7EHknbki4DvUugIxkAgHTydPQj7G2B3F0 118
hinteval/model/__init__.py sha256=cOY8slYrWaFHvY_kOG3LbPPRzYVVibgeZavlRCGyNTY 66
hinteval/utils/identify_functions.py sha256=QBF2_fnMhfZ8iZYMQlbRVLCGOOVb60JGUJlpvVC6LpY 5271
hinteval/utils/convergence/metrics.py sha256=5Tk2TotgN7yNofsKwIsFXprFjpGFbY7d1_GOmKRWKDE 611
hinteval/utils/convergence/api_based/can_ans_generator.py sha256=SfLqpC9gpuK24wL8l6sGTFXeRlMIg7wEAvL1fhm8uTM 5609
hinteval/utils/convergence/api_based/hint_scorer.py sha256=Yx_EenMgK6uSqtIWXAN6WyFw3DB3qXbsTDZObQsjhh8 2350
hinteval/utils/convergence/local/can_ans_generator.py sha256=0vpYQseyeHgEfjZQ1Ac1Ivk_zaENsT1OKPaJG7De99c 5401
hinteval/utils/convergence/local/hint_scorer.py sha256=EONtwGbDOtfzaatlsqjr5drK_1bNLa8jMfMBC0-ebTA 1730
hinteval/utils/familiarity/metrics.py sha256=XcQQ9WL98Dhcg5LjIG97MabKFYBSPDZa-2yOoGqJxuQ 405
hinteval/utils/familiarity/pageviews.py sha256=KOKjOru95CGibMHyw1q3NCBGqwsnGZSX_tDCY0Pac7U 3368
hinteval/utils/familiarity/popularity.py sha256=K0vHnRKV-IsrkDBW20Jti6NMOE8ThV9sfUyS2LM_vMM 5716
hinteval/utils/functions/download_manager.py sha256=VeC5IUkqoqCMFBtEB4mm1Oq313Suo8nfbODdmiZWfJs 24158
hinteval/utils/functions/ent_spacy.py sha256=ittTrehrSjyj9n_Cb1vZSnSo-IHBpG7M9Bs9iUYjJcw 1258
hinteval/utils/functions/question_classification.py sha256=1MEW5DSqLG0KPAw4hWkyCHkRFHlWAl8sXyUBNHsMYTs 4771
hinteval/utils/model/hint_filtering.py sha256=jhk2ZBxNmByaNI0BdiIUahq0CpeSO8p5RjArbe82RCo 1033
hinteval/utils/model/answer_agnostic/api_based.py sha256=Wk5k_x1E9mI3Tc3Zov1vdHveTn2fiv3viWtTNY5r0tI 3323
hinteval/utils/model/answer_agnostic/local.py sha256=gStRmqlcKsDV41uD-PZPe1bTVrYtbvQ67MD8k-tSRZM 2966
hinteval/utils/model/answer_aware/api_based.py sha256=DsKvm7OUlh7vVWGil4IgAnfsDWg3oUNKz7f82jOJlTA 3360
hinteval/utils/model/answer_aware/local.py sha256=KePxlVnaBCrxCxTj8_UWib-SfFBlw4KyjwSCZXwiY9M 2965
hinteval/utils/readability/api_based.py sha256=ZGeMzp_pxVCRE8n45N3XWWoXswHRt_3PDmq6aTdEw5s 5227
hinteval/utils/readability/local.py sha256=AMwJ4NxzO405ltIHPz5zyQ7GPQQeCeeQjlWaxV09GtI 4648
hinteval/utils/relevance/LiteModel.py sha256=lYxxIhTCayFLnsVBY_YFkdW6jCuNH8AuHHkl8I66EoU 7384
hinteval/utils/relevance/relevance_fixed.py sha256=OjuZXlEoj5goO2vjxLOJsK1Q3N6JOHQejhtfNnauwNA 3327
hinteval/utils/relevance/answer_relevancy/api_based.py sha256=SDEuOeAZA8alCAtnJU08Y8vpOsx1Wf8Fzx6cyRB0SUU 2056
hinteval/utils/relevance/answer_relevancy/local.py sha256=3ykzsfKhIQNfsyFD8XinpEGNkb2nOMqeDQVvWSpal6U 1562
hinteval-0.0.2.dist-info/LICENSE sha256=xx0jnfkXJvxRnG63LTGOxlggYnIysveWIZ6H3PNdCrQ 11357
hinteval-0.0.2.dist-info/METADATA sha256=poo6FVw6S6Slmts3u13-d9cDApECUagKAnVQClLsdcU 20348
hinteval-0.0.2.dist-info/WHEEL sha256=PZUExdf71Ui_so67QXpySuHtCi3-J3wvF4ORK6k_S8U 91
hinteval-0.0.2.dist-info/top_level.txt sha256=AaTl90PIHEKFWp7j8ayuZuBj5opbTlPUn0y4AT4hdE8 9
hinteval-0.0.2.dist-info/RECORD

top_level.txt

hinteval