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edit_distance.py | 两种Damerau-Levenshtein Distance的实现
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hmm
- hmm.py | hmm的学习算法实现: 监督与非监督学习
- prob_emit.pkl
- rob_start.pkl
- prob_trans.pkl
- viterbi_hmm.py | hmm预测算法实现: 近似算法与viterbi算法
- word_seg.py | 利用viterbi算法分词
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metrics | MT评测算法实现
- bleu.py
- nist.py
- rouge.py
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sentiment | 情感判别
- fasttext.py | fastText 训练数据, 模型
- naive_bayes.py
- readme.txt
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aligner | 句, 词对齐
- zh_jp_sent_aligner.py
- readme.txt
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seq2seq | NMT model (tf)
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ner-tf | 命名实体识别 (tf)
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prime.py | 素性测试与随机素数生成
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priority_queue.py | 优先队列实现(算法学习, 包括最大优先队列和最小索引优先队列)
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substring_find.py | 子字符串查找实现(算法学习, 包括KMP算法的next数组方式实现和DFA表实现, Boyer Moore算法, Rabin Karp算法)
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huffman_tree.py | 霍夫曼树(压缩文本)
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tree.py | 树的实现(算法学习, 包括Trie树, 三向单词查找树, 二叉查找树和红黑树)
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hanzi_info | 获得汉字笔画数、部首
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aho_corasick_automaton.py | AC自动机
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double_array_trie.py | Double Array Trie
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algorithm implementation in python \n make it work, and then make it better.
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