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Jiajie Yan's Projects

chinese-poetry icon chinese-poetry

最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人,21050首词。

chinese-rhymer icon chinese-rhymer

轻量中文押韵神器,100%绝对可用,傻瓜式命令行操作,秒速实现烈焰单押,闪电双押,龙卷三押以及海啸式四押,目前版本 v0.2.6。Search for rhymes for Chinese words, with 1, 2, 3 and 4 characters, released on PyPI with current version of 0.2.6.

hidden-markov-model icon hidden-markov-model

An implementation of HMM with Numpy matrices, Viterbi, Forward, Backward, EM algorithms and Baum-Welch (forward-backward) algorithm involved.

information-retrieval icon information-retrieval

A class to perform various information retrieval techniques. TF-IDF algorithm includes keywords extraction, documents searching by keyword list, similar documents searching and text summarization.

jiayan icon jiayan

甲言,专注于古代汉语(古汉语/古文/文言文/文言)处理的NLP工具包,支持文言词库构建、分词、词性标注、断句和标点。Jiayan, the 1st NLP toolkit designed for Classical Chinese, supports lexicon construction, tokenizing, POS tagging, sentence segmentation and punctuation.

maximum-entropy-model icon maximum-entropy-model

An implementation of MaxEnt, with Mini-batch Stochastic Gradient approach to get the optimized parameters.

minimum-edit-distance icon minimum-edit-distance

A Python implementation of minimum edit distance, reports minimum cost and use backpointers to alignment between source and target strings.

naive-bayes-model icon naive-bayes-model

A classic naive bayes classifier with add-0.01 smoothing, both Multinomial and Bernoulli are available.

nlp-datasets icon nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

operating-systems icon operating-systems

Implementation of multi-threading, synchronization and various operating system theories in Java.

plagiarization-sensor icon plagiarization-sensor

A detector to find all longest repeated language segments among large volumes of texts, multiprocessing is applied.

relationextraction icon relationextraction

Implementation of relation extraction between entities in texts, feature engineering with Maximum Entropy template, provided by Mallet.

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