crf

A machine learning software for extracting information from scholarly documents

A Named-Entity Recogniser based on Grobid.

Java interface for CRFsuite: http://www.chokkan.org/software/crfsuite/

a complete Java port of crfpp(crf++)

A plugin for the GATE language technology framework for training and using machine learning models. Currently supports Mallet (MaxEnt, NaiveBayes, CRF and others), LibSVM, Scikit-Learn, Weka, and DNNs through Pytorch and Keras.

把李航老师《统计学习方法》的后几章的算法都用java实现了一遍，实现盒子与球的EM算法，扩展到去GMM训练，后来实现了HMM分词（实现了HMM分词的参数训练）和CRF分词（借用CRF++训练的参数模型），最后利用tensorFlow把BiLSTM+CRF实现了，然后为lucene包装了一个XinAnalyzer

A Java library for Stochastic Gradient Descent (SGD)

crf-seg:用于生产环境的中文分词处理工具，可自定义语料、可自定义模型、架构清晰，分词效果好。java编写。

Re-usable low-level ML components

Chinese word segmentation tool based on CRF

The code for Weak Semi CRF (together with Linear CRF and Semi CRF) on new SMSNP dataset.

Biomedical Abbreviation Miner (BioAB Miner)

mutation(version) of https://github.com/zhifac/crf4j

DeepMusic is an easy to use Spotify like app to manage and listen to your favorites musics.

A developer-friendly Java library for Conditional Random Fields (CRF) sequence labeling. Provides clean abstractions over MALLET for NER, POS tagging, address parsing, and information extraction.