Scientific NLP Tools

Python-библиотека для обработки научных текстов: семантический поиск, суммаризация, извлечение сущностей и генерация ключевых слов.

Возможности

Семантический поиск: Поиск похожих документов с использованием FAISS и Sentence Transformers
Суммаризация текстов: Экстрактивная суммаризация на основе алгоритма TextRank
Извлечение сущностей: Извлечение химических соединений с помощью ChemDataExtractor
Генерация ключевых слов: Автоматическое выделение ключевых слов алгоритмом YAKE
Предобработка текста: Очистка и подготовка научных текстов к анализу

pip install git+https://github.com/armatveeeva/scientific-nlp-tools.git

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution for scientific-nlp-tools 1.0.2
File	Size	Uploaded
scientific_nlp_tools-1.0.2.tar.gz	5.6 kB	Oct 4, 2026	Details

Table of built distributions (wheels) for scientific-nlp-tools 1.0.2
File	Interpreter	ABI	Platform	Reset
scientific_nlp_tools-1.0.2-py3-none-any.whl 6.1 kB Oct 4, 2026	Python 3	none	any	Details

Total release size: 11.7 kB

Download URL	scientific_nlp_tools-1.0.2.tar.gz
Size	5.6 kB
Tags	Source
SHA-256 checksum How to use checksums	`b43fa3ccc4037b50ba31e3b7451665c03a7a216c42c3c2121d21e1e97e9d0d8d`
BLAKE2b-256 checksum How to use checksums	`6a345f2009c2d9da17257853078f97282c075d8b082e62fc6e1ad13e8cbe3035`
Upload date	Oct 4, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.11.16`

Download URL	scientific_nlp_tools-1.0.2-py3-none-any.whl
Size	6.1 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`f943f00034d253d1c628af9ddf30cfda158e4814ef79a95311d799a728143c1d`
BLAKE2b-256 checksum How to use checksums	`45de570a9596704da02cfbc6f75fd3d5ab85eac53f3e3404c0cc8d184c552dcb`
Upload date	Oct 4, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.11.16`