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Dependency-parser for Thai language

Project description

Current PyPI packages

spaCy-Thai

Tokenizer, POS-tagger, and dependency-parser for Thai language, working on Universal Dependencies.

Basic Usage

>>> import spacy_thai
>>> nlp=spacy_thai.load()
>>> doc=nlp("แผนกนี้กำลังเผชิญกับความท้าทายใหม่")
>>> for t in doc:
...   print("\t".join([str(t.i+1),t.orth_,t.lemma_,t.pos_,t.tag_,"_",str(0 if t.head==t else t.head.i+1),t.dep_,"_","_" if t.whitespace_ else "SpaceAfter=No"]))
...
1	แผนก	แผนก	NOUN	NCMN	_	4	nsubj	_	SpaceAfter=No
2	นี้	นี้	DET	DDAC	_	1	det	_	SpaceAfter=No
3	กำลัง	กำลัง	AUX	XVBM	_	4	aux	_	SpaceAfter=No
4	เผชิญ	เผชิญ	VERB	VSTA	_	0	ROOT	_	SpaceAfter=No
5	กับ	กับ	ADP	RPRE	_	6	case	_	SpaceAfter=No
6	ความ	ความ	PART	FIXN	_	4	obl	_	SpaceAfter=No
7	ท้าทาย	ท้าทาย	VERB	VACT	_	6	acl	_	SpaceAfter=No
8	ใหม่	ใหม่	ADV	ADVN	_	7	advmod	_	SpaceAfter=No
>>> import deplacy
>>> deplacy.render(doc,WordRight=True)
 nsubj ╔════════>╔═ NOUN แผนก
   det          > DET  นี้
   aux  ╔════════> AUX  กำลัง
  ROOT ╚═╚═╔═══════ VERB เผชิญ
  case      ╔════> ADP  กับ
   obl     >╚═╔═══ PART ความ
   acl         >╔═ VERB ท้าทาย
advmod           > ADV  ใหม่

Installation for Linux

pip3 install spacy_thai --user

Installation for Cygwin

Make sure to get python37-devel python37-pip python37-numpy python37-cython gcc-g++, and then:

pip3.7 install spacy_thai

Installation for Google Colaboratory

!pip install spacy_thai

Try notebook.

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