lbpp
تنظيم صفحاتك في مجموعات
يمكنك حفظ المحتوى وتصنيفه حسب إعداداتك المفضّلة.
ملاحظة: تمت إضافة مجموعة البيانات هذه مؤخرًا وهي متاحة فقط في باقة tfds-nightly nights_stay . برمجة Python الأساسية عبارة عن مجموعة من 161 مشكلة برمجة مع اختبارات الوحدة المصاحبة. تم إنشاؤها بهدف أن تكون جديدة (غير مسربة في وقت الإنشاء) وأكثر صعوبة من مجموعات البيانات المماثلة (على سبيل المثال، HumanEval وMBPP). يمكن أن يكون بمثابة بديل مباشر أو إثراء لمجموعات البيانات هذه حيث تم تنظيمها بطريقة مماثلة.
FeaturesDict ({
'categories' : Sequence ( Text ( shape = (), dtype = string )),
'completion' : Text ( shape = (), dtype = string ),
'instruction' : Text ( shape = (), dtype = string ),
'language' : Text ( shape = (), dtype = string ),
'signature' : Text ( shape = (), dtype = string ),
'task_id' : Text ( shape = (), dtype = string ),
'test_file' : Text ( shape = (), dtype = string ),
'test_list' : Sequence ( Text ( shape = (), dtype = string )),
'test_setup' : Text ( shape = (), dtype = string ),
'title' : Text ( shape = (), dtype = string ),
})
ميزة فصل شكل نوع D وصف المميزاتDict فئات التسلسل (النص) (لا أحد،) خيط انتهاء نص خيط تعليمات نص خيط لغة نص خيط إمضاء نص خيط Task_id نص خيط test_file نص خيط test_list التسلسل (النص) (لا أحد،) خيط test_setup نص خيط عنوان نص خيط
@ inproceedings { matton - etal - 2024 - leakage ,
title = "On Leakage of Code Generation Evaluation Datasets" ,
author = "Matton, Alexandre and
Sherborne, Tom and
Aumiller, Dennis and
Tommasone, Elena and
Alizadeh, Milad and
He, Jingyi and
Ma, Raymond and
Voisin, Maxime and
Gilsenan-McMahon, Ellen and
Gall{\'e}, Matthias" ,
editor = "Al-Onaizan, Yaser and
Bansal, Mohit and
Chen, Yun-Nung" ,
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2024" ,
month = nov ,
year = "2024" ,
address = "Miami, Florida, USA" ,
publisher = "Association for Computational Linguistics" ,
url = "https://aclanthology.org/2024.findings-emnlp.772/" ,
doi = "10.18653/v1/2024.findings-emnlp.772" ,
pages = "13215--13223" ,
}
lbpp/الكل (التكوين الافتراضي) lbpp/متعدد اللغات lbpp/default lbpp/بيثون رطل/CPP lbpp/اذهب lbpp/java lbpp/js lbpp/javascript lbpp/الصدأ
إنّ محتوى هذه الصفحة مرخّص بموجب ترخيص Creative Commons Attribution 4.0 ما لم يُنصّ على خلاف ذلك، ونماذج الرموز مرخّصة بموجب ترخيص Apache 2.0 . للاطّلاع على التفاصيل، يُرجى مراجعة سياسات موقع Google Developers . إنّ Java هي علامة تجارية مسجَّلة لشركة Oracle و/أو شركائها التابعين.
تاريخ التعديل الأخير: 2025-05-05 (حسب التوقيت العالمي المتفَّق عليه)
[null,null,["تاريخ التعديل الأخير: 2025-05-05 (حسب التوقيت العالمي المتفَّق عليه)"],[],[],null,["# lbpp\n\n\u003cbr /\u003e\n\n- **Description**:\n\n*Less Basic Python Programming* is a collection of 161 programming problems with\naccompanying unit tests. They were created with the aim of being fresh (not\nleaked at the time of creation) and more difficult than similar datasets (e.g.,\nHumanEval and MBPP). It can serve as a drop-in replacement or enrichment of\nthose datasets as they are structured in an equivalent way.\n\n- **Homepage** :\n \u003chttps://aclanthology.org/2024.findings-emnlp.772/\u003e\n\n- **Source code** :\n [`tfds.datasets.lbpp.Builder`](https://github.com/tensorflow/datasets/tree/master/tensorflow_datasets/datasets/lbpp/lbpp_dataset_builder.py)\n\n- **Versions**:\n\n - **`2.0.0`** (default): No release notes.\n- **Auto-cached**\n ([documentation](https://www.tensorflow.org/datasets/performances#auto-caching)):\n Yes\n\n- **Feature structure**:\n\n FeaturesDict({\n 'categories': Sequence(Text(shape=(), dtype=string)),\n 'completion': Text(shape=(), dtype=string),\n 'instruction': Text(shape=(), dtype=string),\n 'language': Text(shape=(), dtype=string),\n 'signature': Text(shape=(), dtype=string),\n 'task_id': Text(shape=(), dtype=string),\n 'test_file': Text(shape=(), dtype=string),\n 'test_list': Sequence(Text(shape=(), dtype=string)),\n 'test_setup': Text(shape=(), dtype=string),\n 'title': Text(shape=(), dtype=string),\n })\n\n- **Feature documentation**:\n\n| Feature | Class | Shape | Dtype | Description |\n|-------------|----------------|---------|--------|-------------|\n| | FeaturesDict | | | |\n| categories | Sequence(Text) | (None,) | string | |\n| completion | Text | | string | |\n| instruction | Text | | string | |\n| language | Text | | string | |\n| signature | Text | | string | |\n| task_id | Text | | string | |\n| test_file | Text | | string | |\n| test_list | Sequence(Text) | (None,) | string | |\n| test_setup | Text | | string | |\n| title | Text | | string | |\n\n- **Supervised keys** (See\n [`as_supervised` doc](https://www.tensorflow.org/datasets/api_docs/python/tfds/load#args)):\n `None`\n\n- **Figure**\n ([tfds.show_examples](https://www.tensorflow.org/datasets/api_docs/python/tfds/visualization/show_examples)):\n Not supported.\n\n- **Citation**:\n\n @inproceedings{matton-etal-2024-leakage,\n title = \"On Leakage of Code Generation Evaluation Datasets\",\n author = \"Matton, Alexandre and\n Sherborne, Tom and\n Aumiller, Dennis and\n Tommasone, Elena and\n Alizadeh, Milad and\n He, Jingyi and\n Ma, Raymond and\n Voisin, Maxime and\n Gilsenan-McMahon, Ellen and\n Gall{\\'e}, Matthias\",\n editor = \"Al-Onaizan, Yaser and\n Bansal, Mohit and\n Chen, Yun-Nung\",\n booktitle = \"Findings of the Association for Computational Linguistics: EMNLP 2024\",\n month = nov,\n year = \"2024\",\n address = \"Miami, Florida, USA\",\n publisher = \"Association for Computational Linguistics\",\n url = \"https://aclanthology.org/2024.findings-emnlp.772/\",\n doi = \"10.18653/v1/2024.findings-emnlp.772\",\n pages = \"13215--13223\",\n }\n\nlbpp/all (default config)\n-------------------------\n\n- **Config description**: Multilingual LBPP\n\n- **Download size** : `1.78 MiB`\n\n- **Dataset size** : `4.30 MiB`\n\n- **Splits**:\n\n| Split | Examples |\n|----------|----------|\n| `'test'` | 944 |\n\n- **Examples** ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):\n\nDisplay examples... \n\nlbpp/multilingual\n-----------------\n\n- **Config description**: Multilingual LBPP\n\n- **Download size** : `1.78 MiB`\n\n- **Dataset size** : `4.30 MiB`\n\n- **Splits**:\n\n| Split | Examples |\n|----------|----------|\n| `'test'` | 944 |\n\n- **Examples** ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):\n\nDisplay examples... \n\nlbpp/default\n------------\n\n- **Config description**: Python LBPP\n\n- **Download size** : `279.90 KiB`\n\n- **Dataset size** : `627.04 KiB`\n\n- **Splits**:\n\n| Split | Examples |\n|----------|----------|\n| `'test'` | 162 |\n\n- **Examples** ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):\n\nDisplay examples... \n\nlbpp/python\n-----------\n\n- **Config description**: Python LBPP\n\n- **Download size** : `279.90 KiB`\n\n- **Dataset size** : `627.04 KiB`\n\n- **Splits**:\n\n| Split | Examples |\n|----------|----------|\n| `'test'` | 162 |\n\n- **Examples** ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):\n\nDisplay examples... \n\nlbpp/cpp\n--------\n\n- **Config description**: C++ LBPP\n\n- **Download size** : `314.45 KiB`\n\n- **Dataset size** : `761.87 KiB`\n\n- **Splits**:\n\n| Split | Examples |\n|----------|----------|\n| `'test'` | 161 |\n\n- **Examples** ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):\n\nDisplay examples... \n\nlbpp/go\n-------\n\n- **Config description**: Go LBPP\n\n- **Download size** : `317.09 KiB`\n\n- **Dataset size** : `687.23 KiB`\n\n- **Splits**:\n\n| Split | Examples |\n|----------|----------|\n| `'test'` | 161 |\n\n- **Examples** ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):\n\nDisplay examples... \n\nlbpp/java\n---------\n\n- **Config description**: Java LBPP\n\n- **Download size** : `337.90 KiB`\n\n- **Dataset size** : `887.40 KiB`\n\n- **Splits**:\n\n| Split | Examples |\n|----------|----------|\n| `'test'` | 158 |\n\n- **Examples** ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):\n\nDisplay examples... \n\nlbpp/js\n-------\n\n- **Config description**: JavaScript LBPP\n\n- **Download size** : `303.40 KiB`\n\n- **Dataset size** : `756.69 KiB`\n\n- **Splits**:\n\n| Split | Examples |\n|----------|----------|\n| `'test'` | 153 |\n\n- **Examples** ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):\n\nDisplay examples... \n\nlbpp/javascript\n---------------\n\n- **Config description**: JavaScript LBPP\n\n- **Download size** : `303.40 KiB`\n\n- **Dataset size** : `756.69 KiB`\n\n- **Splits**:\n\n| Split | Examples |\n|----------|----------|\n| `'test'` | 153 |\n\n- **Examples** ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):\n\nDisplay examples... \n\nlbpp/rust\n---------\n\n- **Config description**: JavaScript LBPP\n\n- **Download size** : `272.61 KiB`\n\n- **Dataset size** : `684.31 KiB`\n\n- **Splits**:\n\n| Split | Examples |\n|----------|----------|\n| `'test'` | 149 |\n\n- **Examples** ([tfds.as_dataframe](https://www.tensorflow.org/datasets/api_docs/python/tfds/as_dataframe)):\n\nDisplay examples..."]]
