pyidaungsu 0.0.8

Python library for Myanmar language

Pyidaungsu

Python library for Myanmar language. Useful in Natural Language Processing and text preprocessing for Myanmar language.

Installation

pip install pyidaungsu

Usage

Zawgyi-Unicode detection

import pyidaungsu as pds

# font encoding detection
pds.detect("ထမင်းစားပြီးပြီလား")
>> "Unicode"

Zawgyi-Unicode conversion

# convert to zawgyi
pds.cvt2zgi("ထမင်းစားပြီးပြီလား")
>> "ထမင္းစားၿပီးၿပီလား"

# convert to unicode
pds.cvt2uni("ထမင္းစားၿပီးၿပီလား")
>> "ထမင်းစားပြီးပြီလား"

Tokenization

# syllable level tokenization for Burmese
pds.tokenize("Alan TuringကိုArtificial Intelligenceနဲ့Computerတွေရဲ့ဖခင်ဆိုပြီးလူသိများပါတယ်") # lang parameter for default function is 'mm'
>> ['Alan', 'Turing', 'ကို', 'Artificial', 'Intelligence', 'နဲ့', 'Computer', 'တွေ', 'ရဲ့', 'ဖ', 'ခင်', 'ဆို', 'ပြီး', 'လူ', 'သိ', 'များ', 'ပါ', 'တယ်']

# syllable level tokenization for Karen
pds.tokenize("သရၣ်,သရၣ်မုၣ် ခဲလၢာ်ဟးထီၣ် (၃၅) ဂၤန့ၣ်လီၤ.", lang="karen")
>> ['ကၠိ', 'သ', 'ရၣ်', ',', 'သ', 'ရၣ်', 'မုၣ်', 'ခဲ', 'လၢာ်', 'ဟး', 'ထီၣ်', '(', '၃၅', ')', 'ဂၤ', 'န့ၣ်', 'လီၤ', '.']

# word level tokenization
pds.tokenize("ဖေဖေနဲ့မေမေ၏ကျေးဇူးတရားမှာကြီးမားလှပေသည်", form="word")
>> ['ဖေဖေ', 'နဲ့', 'မေမေ', '၏', 'ကျေးဇူးတရား', 'မှာ', 'ကြီးမား', 'လှ', 'ပေ', 'သည်']

Syllable-level tokenization supports for 4 languages (Burmese, Karen, Shan, Mon). Word-level tokenization supports only Burmese currently.
Available values for lang parameter in tokenize function: "mm", "karen", "mon", "shan"

Future work

• Add tokenizer for Burmese (Syllabel and word-level tokenization)
• Add more tokenizer (BPE, WordPiece etc.)
• Add Part-of-Speech (POS) tagger for Burmese
• Add Named-entities Recognition (NER) classifier for Burmese
• Add thorough documentation