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The Top 23 Python Ner Open Source Projects

Open source projects categorized as Python Ner
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
Uer Py ⭐ 2,802
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
most recent commit 6 months ago
Cluedatasetsearch ⭐ 2,778
搜索所有中文NLP数据集，附常用英文NLP数据集
most recent commit a year ago
Mitie ⭐ 2,778
MITIE: library and tools for information extraction
total releases 1most recent commit 2 years ago
Jionlp ⭐ 2,724
中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com
dependent packages 4total releases 26most recent commit 4 months agopypi jionlp} Downloads
Deepke ⭐ 2,679
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
total releases 111most recent commit 4 months ago
Jiagu ⭐ 2,581
Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类
total releases 13most recent commit 2 years 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
Deepie ⭐ 1,737
DeepIE: Deep Learning for Information Extraction
most recent commit a year ago
Sequence_tagging ⭐ 1,725
Named Entity Recognition (LSTM + CRF) - Tensorflow
most recent commit 5 years ago
Farm ⭐ 1,706
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
dependent packages 2total releases 25most recent commit 5 months agopypi farm} Downloads
Bert Ner Pytorch ⭐ 1,666
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
most recent commit a year ago
Biobert ⭐ 1,602
Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining
most recent commit a year ago
Nlpcda ⭐ 1,573
一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda
total releases 28most recent commit 7 months ago
Nlp Journey ⭐ 1,563
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
total releases 3most recent commit 5 months ago
Ckiptagger ⭐ 1,536
CKIP Neural Chinese Word Segmentation, POS Tagging, and NER
dependent packages 2total releases 19most recent commit a year agopypi ckiptagger} Downloads
Textbrewer ⭐ 1,387
A PyTorch-based knowledge distillation toolkit for natural language processing
most recent commit a year ago
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 7 months ago
Deepnlp ⭐ 1,311
Deep Learning NLP Pipeline implemented on Tensorflow
total releases 8most recent commit 6 years ago
Projects ⭐ 1,207
🪐 End-to-end NLP workflows from prototype to production
most recent commit 4 months ago
Ktrain ⭐ 1,188
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
dependent packages 2total releases 205most recent commit 6 months agopypi ktrain} Downloads
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
Natasha ⭐ 1,085
Solves basic Russian NLP tasks, API for lower level Natasha projects
dependent packages 9total releases 19most recent commit 7 months agopypi natasha} Downloads
The 10 Most Depended On Python Ner Open Source Projects
Natasha ⭐ 1,085
Solves basic Russian NLP tasks, API for lower level Natasha projects
dependent packages 9total releases 19latest release July 24, 2023most recent commit 7 months agopypi natasha} 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
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
Medcat ⭐ 387
Medical Concept Annotation Tool
dependent packages 4total releases 327latest release October 13, 2023most recent commit 4 months agopypi medcat} Downloads
Tf_crf_layer ⭐ 10
CRF(Conditional Random Field) Layer for TensorFlow 1.X with many powerful functions
dependent packages 4total releases 6latest release January 03, 2020most recent commit 4 years agopypi tf-crf-layer} Downloads
Jionlp ⭐ 2,724
中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com
dependent packages 4total releases 26latest release November 14, 2023most recent commit 4 months agopypi jionlp} Downloads
Python Vncorenlp ⭐ 26
A Python wrapper for VnCoreNLP using a bidirectional communication channel.
dependent packages 4total releases 3latest release July 25, 2018most recent commit 6 years agopypi vncorenlp} Downloads
Nerda ⭐ 98
Framework for fine-tuning pretrained transformers for Named-Entity Recognition (NER) tasks
dependent packages 3total releases 50latest release August 25, 2021most recent commit 3 years agopypi NERDA} Downloads
The 10 Latest Releases In Python Ner Open Source Projects
Delft ⭐ 379
a Deep Learning Framework for Text
total releases 21latest release November 29, 2023most recent commit 3 months ago
Dadmatools ⭐ 142
DadmaTools is a Persian NLP tools developed by Dadmatech Co.
total releases 66latest release November 25, 2023most recent commit 4 months ago
Ktrain ⭐ 1,188
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
dependent packages 2total releases 205latest release November 18, 2023most recent commit 6 months agopypi ktrain} Downloads
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 6 months ago
Jionlp ⭐ 2,724
中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com
dependent packages 4total releases 26latest release November 14, 2023most recent commit 4 months agopypi jionlp} Downloads
Fasthan ⭐ 730
fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方
total releases 9latest release November 11, 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 Fi ⭐ 35
Experimental Finnish language model for SpaCy
total releases 11latest release October 14, 2023most recent commit 7 months ago
Medcat ⭐ 387
Medical Concept Annotation Tool
dependent packages 4total releases 327latest release October 13, 2023most recent commit 4 months agopypi medcat} Downloads
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