├── .gitattributes ├── .gitignore ├── LICENSE ├── README.md ├── chapter ├── 1. 新手上路.md ├── 10.文本聚类.md ├── 11.文本分类.md ├── 12.依存句法分析.md ├── 13.深度学习与自然语言处理.md ├── 2.词典分词.md ├── 3.二元语法与中文分词.md ├── 4.隐马尔可夫模型与序列标注.md ├── 5.感知机分类与序列标注.md ├── 6.条件随机场与序列标注.md ├── 7.词性标注.md ├── 8.命名实体识别.md └── 9.信息抽取.md ├── code ├── ch02 │ ├── ngram_segment.py │ └── trie.py ├── ch03 │ └── ngram_segment.py ├── ch04 │ └── hmm_cws.py ├── ch05 │ ├── classify_name.py │ └── perceptron_cws.py ├── ch06 │ └── evaluate_crf_cws.py ├── ch07 │ ├── crf_pos.py │ ├── hmm_pos.py │ └── perceptron_pos.py ├── ch08 │ ├── crf_ner.py │ ├── hmm_ner.py │ └── perceptron_ner.py ├── ch09 │ └── extract_word.py ├── ch11 │ ├── load_text_classification_corpus.py │ ├── sentiment_analysis.py │ ├── svm_text_classification.py │ ├── text_classification.py │ └── text_classification_evaluation.py └── ch12 │ └── train_parser.py ├── data └── dictionnary │ ├── CoreNatureDictionary.mini.txt │ ├── my_cws_corpus.txt │ └── stopwords.txt └── img ├── 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