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The Top 23 Python Named Entity Recognition Open Source Projects

Open source projects categorized as Python Named Entity Recognition
Categories > Machine Learning > Named Entity Recognition
Spacy ⭐ 28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,367total releases 226most recent commit 10 days agopypi spacy} Downloads
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22most recent commit 3 months agopypi stanza} Downloads
Simpletransformers ⭐ 3,883
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
dependent packages 27total releases 282most recent commit 4 months agopypi simpletransformers} Downloads
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34most recent commit a year agopypi snips-nlu} Downloads
Lac ⭐ 3,644
百度NLP：分词，词性标注，命名实体识别，词重要性
dependent packages 12total releases 15most recent commit 3 years agopypi LAC} Downloads
Pyhanlp ⭐ 3,036
中文分词
dependent packages 5total releases 92most recent commit 4 months agopypi pyhanlp} Downloads
Agriculture_knowledgegraph ⭐ 2,776
农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策
most recent commit 3 years ago
Deepke ⭐ 2,679
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
total releases 111most recent commit 3 months ago
Mt Dnn ⭐ 2,154
Multi-Task Deep Neural Networks for Natural Language Understanding
most recent commit 6 months ago
Kashgari ⭐ 2,141
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
dependent packages 1total releases 11most recent commit 3 years agopypi kashgari-tf} Downloads
Information Extraction Chinese ⭐ 2,086
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
most recent commit a year ago
Harvesttext ⭐ 2,055
文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等）
total releases 39most recent commit 8 months ago
Zh Ner Tf ⭐ 1,761
A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)
most recent commit 4 years ago
Sequence_tagging ⭐ 1,725
Named Entity Recognition (LSTM + CRF) - Tensorflow
most recent commit 5 years ago
Anago ⭐ 1,428
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
dependent packages 1total releases 14most recent commit 2 years agopypi anago} Downloads
Entity Recognition Datasets ⭐ 1,386
A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.
most recent commit 6 months ago
Named_entity_recognition ⭐ 1,118
中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）
most recent commit 3 years ago
Bert4torch ⭐ 1,035
An elegent pytorch implement of transformers
dependent packages 1total releases 35most recent commit 3 months agopypi bert4torch} Downloads
Bert Ner ⭐ 872
Pytorch-Named-Entity-Recognition-with-BERT
most recent commit 3 years ago
Seqeval ⭐ 866
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
dependent packages 165total releases 24most recent commit a year agopypi seqeval} Downloads
Yedda ⭐ 835
YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.
most recent commit 2 years ago
Spacy Llm ⭐ 806
🦙 Integrating LLMs into structured NLP pipelines
total releases 21most recent commit 3 months ago
Tf_ner ⭐ 782
Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
most recent commit 5 years ago
The 10 Most Depended On Python Named Entity Recognition Open Source Projects
Spacy ⭐ 28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,367total releases 226latest release October 16, 2023most recent commit 10 days agopypi spacy} Downloads
Seqeval ⭐ 866
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
dependent packages 165total releases 24latest release October 24, 2020most recent commit a year agopypi seqeval} Downloads
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22latest release December 03, 2023most recent commit 3 months agopypi stanza} Downloads
Simpletransformers ⭐ 3,883
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
dependent packages 27total releases 282latest release August 07, 2023most recent commit 4 months agopypi simpletransformers} Downloads
Lac ⭐ 3,644
百度NLP：分词，词性标注，命名实体识别，词重要性
dependent packages 12total releases 15latest release May 25, 2021most recent commit 3 years agopypi LAC} Downloads
Farasapy ⭐ 43
A Python implementation of Farasa toolkit
dependent packages 8total releases 14latest release August 15, 2021most recent commit 3 years agopypi farasapy} Downloads
Torchcrf ⭐ 40
An Inplementation of CRF (Conditional Random Fields) in PyTorch 1.0
dependent packages 7total releases 10latest release August 01, 2020most recent commit 4 years agopypi TorchCRF} Downloads
Pyhanlp ⭐ 3,036
中文分词
dependent packages 5total releases 92latest release January 11, 2022most recent commit 4 months agopypi pyhanlp} Downloads
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34latest release January 15, 2020most recent commit a year agopypi snips-nlu} Downloads
The 10 Latest Releases In Python Named Entity Recognition Open Source Projects
Bert4torch ⭐ 1,035
An elegent pytorch implement of transformers
dependent packages 1total releases 35latest release December 09, 2023most recent commit 3 months agopypi bert4torch} Downloads
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22latest release December 03, 2023most recent commit 3 months agopypi stanza} Downloads
Spacy Llm ⭐ 806
🦙 Integrating LLMs into structured NLP pipelines
total releases 21latest release November 17, 2023most recent commit 3 months ago
Adaseq ⭐ 295
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
total releases 11latest release November 15, 2023most recent commit 5 months ago
Huspacy ⭐ 145
HuSpaCy: industrial-strength Hungarian natural language processing
dependent packages 1total releases 22latest release October 27, 2023most recent commit 4 months agopypi huspacy} Downloads
Spacy ⭐ 28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,367total releases 226latest release October 16, 2023most recent commit 10 days agopypi spacy} Downloads
Quickumls ⭐ 321
System for Medical Concept Extraction and Linking
dependent packages 1total releases 7latest release October 16, 2023most recent commit 6 months agopypi quickumls} Downloads
Drug_named_entity_recognition ⭐ 11
total releases 4latest release September 27, 2023most recent commit 4 months ago
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