Popular GitHub Repositories for Sequence Tagging

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

A self-hostable bookmark-everything app (links, notes and images) with AI-based automatic tagging and full text search

A self-hostable bookmark-everything app (links, notes and images) with AI-based automatic tagging and full text search

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

LightSeq: A High Performance Library for Sequence Processing and Generation

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.

??? Advanced NLP with spaCy: A free online course

Large Concept Models: Language modeling in a sentence representation space

?Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/

Underthesea - Vietnamese NLP Toolkit

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.