A machine learning software for extracting information from scholarly documents
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Updated
Dec 22, 2024 - Java
A machine learning software for extracting information from scholarly documents
Java interface for CRFsuite: http://www.chokkan.org/software/crfsuite/
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)
Biomedical Abbreviation Miner (BioAB Miner)
mutation(version) of https://github.com/zhifac/crf4j
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