From 3826eb8f3e3e7c9dc755be6df92c5c5dc381b408 Mon Sep 17 00:00:00 2001 From: Yener Date: Sat, 3 Aug 2019 00:49:07 +0800 Subject: [PATCH] =?UTF-8?q?=E6=B7=BB=E5=8A=A0=E6=83=85=E6=84=9F=E5=88=86?= =?UTF-8?q?=E6=9E=90?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- jiagu/normal/README.md | 9 +++ jiagu/sentiment/bayes.py | 132 ++++++++++++++++++++++++++++++++++ jiagu/sentiment/model/1.model | Bin 0 -> 125891 bytes 3 files changed, 141 insertions(+) create mode 100644 jiagu/normal/README.md create mode 100644 jiagu/sentiment/bayes.py create mode 100644 jiagu/sentiment/model/1.model diff --git a/jiagu/normal/README.md b/jiagu/normal/README.md new file mode 100644 index 0000000..f00144e --- /dev/null +++ b/jiagu/normal/README.md @@ -0,0 +1,9 @@ + +文本归一化 + +包含 中文转拼音 + +全角半角等 + + + diff --git a/jiagu/sentiment/bayes.py b/jiagu/sentiment/bayes.py new file mode 100644 index 0000000..cdd6168 --- /dev/null +++ b/jiagu/sentiment/bayes.py @@ -0,0 +1,132 @@ +# -*- coding: utf-8 -*- +import sys +import gzip +import marshal +from math import log, exp + +class BaseProb(object): + def __init__(self): + self.d = {} + self.total = 0.0 + self.none = 0 + + def exists(self, key): + return key in self.d + + def getsum(self): + return self.total + + def get(self, key): + if not self.exists(key): + return False, self.none + return True, self.d[key] + + def freq(self, key): + return float(self.get(key)[1])/self.total + +class AddOneProb(BaseProb): + def __init__(self): + self.d = {} + self.total = 0.0 + self.none = 1 + + def add(self, key, value): + self.total += value + if not self.exists(key): + self.d[key] = 1 + self.total += 1 + self.d[key] += value + +class Bayes(object): + def __init__(self): + self.d = {} + self.total = 0 + + def save(self, fname, iszip=True): + d = {} + d['total'] = self.total + d['d'] = {} + for k, v in self.d.items(): + d['d'][k] = v.__dict__ + + if not iszip: + marshal.dump(d, open(fname, 'wb')) + else: + f = gzip.open(fname, 'wb') + f.write(marshal.dumps(d)) + f.close() + + def load(self, fname, iszip=True): + if not iszip: + d = marshal.load(open(fname, 'rb')) + else: + try: + f = gzip.open(fname, 'rb') + d = marshal.loads(f.read()) + except IOError: + f = open(fname, 'rb') + d = marshal.loads(f.read()) + f.close() + self.total = d['total'] + self.d = {} + for k, v in d['d'].items(): + self.d[k] = AddOneProb() + self.d[k].__dict__ = v + + def train(self, data): + for d in data: + c = d[0] + if c not in self.d: + self.d[c] = AddOneProb() + for word in d[1]: + self.d[c].add(word, 1) + self.total = sum(map(lambda x: self.d[x].getsum(), self.d.keys())) + + def classify(self, x): + tmp = {} + for k in self.d: + tmp[k] = log(self.d[k].getsum()) - log(self.total) + for word in x: + tmp[k] += log(self.d[k].freq(word)) + ret, prob = 0, 0 + for k in self.d: + now = 0 + try: + for otherk in self.d: + now += exp(tmp[otherk]-tmp[k]) + now = 1/now + except OverflowError: + now = 0 + if now > prob: + ret, prob = k, now + return (ret, prob) + +if __name__=='__main__': + classifier = Bayes() + + # 预测 + classifier.load('model/1.model') + + + import jiagu + + words = jiagu.seg('今天真的开心') + + ret, prob = classifier.classify(words) + print(ret, prob) + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/jiagu/sentiment/model/1.model b/jiagu/sentiment/model/1.model new file mode 100644 index 0000000000000000000000000000000000000000..9120585598769f424fbdd26c43b8ab2857597bcd GIT binary patch literal 125891 zcmV(zK<2+6iwFpPXGC2B|1mCYZ)9a`0BpT$jH_Fk9yF)Vq>~MsNlzebNOCv~O&FR1 zl0X{RNgCMUKp0vgOgO^oin2(Rz^R{jtKk!I*Wtk<8t-e>L5vX0ujs_gGu-&*hGd7t-rfA+V2-*5ls zZ-4K%JdPtnx@c(|h`@!|F-?iSrMg@vVA&=zenk<<3&QhS z--qA)L|<9_!=E~@s9o8KRmbz0Uc`<6uo`~&%ld}PRrxpd#}1SBE-imWKc0Q%u#CzJ zzUQ3$1NuAnk^#!6m{qSvC# z+noDMjvvvwl(#i_e~}RJYxxhHpS*l19~J{U*0-}^ev)F)k-u<$BP;jv&%z~$eB1L* ze_nfQr~4mP`mt}W5s9w|PgZ%UQ z$|5VP-uC>8KGcEfhd*|Hl43cf*D$7D@JtF5`LF8_pCz2!gdc+)omjqv=e_>r@j`ye 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