v1.4.4

🔊 Release Notes

👉 Add @types definition

v1.4.2

🔊 Release Notes

👉 Update latest fasttext@1.0.0, crfsuite@1.0.0

v1.4.1

🔊 Release Notes

👉 Add api to get vntk logger for internal usage
👉 Update document navigation

Other sub-project can use root logger from Vntk:

var logger = require('vntk').logger('sub-project');
logger.info('Hello from vntk!');

v1.4.0

🔊 Release Notes

👉 Add crfsuite api, fix #38
👉 Add an example and guide how to build an NLP API Server, fix #36
👉 Update core dependencies
👉 Update readme

CRFSuite API:

var crfsuite = require('vntk').crfsuite()
var tagger = new crfsuite.Tagger()
var trainer = new crfsuite.Trainer()

Run NPL API Server

# Clone the repository
git clone https://github.com/vunb/vntk

# Move to source code folder
cd vntk

# Install dependencies
npm install

# Run NLP API server
npm run server

# Copy and paste the following link to your browser to see result in action
# http://localhost:3000/api/tok/Phó Thủ tướng Vương Đình Huệ yêu cầu điều chỉnh tên gọi “trạm thu giá” BOT

v1.3.0

🔊 Release Notes

👉 Refactor api usage convention: lowerCamelCase for pre-trained class, UpperCamelCase for utility class.
👉 Mark depredicated api: wordSent, getDictionary, Langid.
👉 Rename wordSent to WordTokenizer.
👉 Format tagger output for tasks: pos tagging, chunking, ner.

Examples:

var vntk = require('vntk');
var ner = vntk.ner(new_model_path);

console.log(ner.tag('Chưa tiết lộ lịch trình tới Việt Nam của Tổng thống Mỹ Donald Trump', 'text'))
// Chưa  tiết lộ  lịch trình  tới [LOC Việt Nam] của  Tổng thống [LOC Mỹ] [PER Donald Trump]

VNTK v1.2.1

🔊 Release Notes

• Change api usage
• Clean dependencies

VNTK v1.2.0

✨ Major Features and Improvements

• NEW: Implement Text classification includes Bayes and fastText classifiers #18
• NEW: Implement Language Identification #26
• NEW: Implement Term Frequency–Inverse Document Frequency (tf-idf) #20
• NEW: Support nodejs version 9

🔴 Changes and Bug fixes

• Refactoring model name
• Do not support mac osx

🗎 Documentation and examples

• https://vntk.yeu.ai/

🔊 Release Notes

• The main features in this release are: BayesClassifier, FastTextClassifier, TF-IDF, Languague Identification.
• Our experiments focus on conditional random fields and fastText models, which yield a reasonable result and fast (~20 mins per experiment).

👥 Contributors

The main models are trained in the project underthesea and fastText. Thank for their works!

VNTK v1.0.0

✨ Major Features and Improvements

• NEW: Basic features for Vietnamese NLP are implemented #15

🔴 Bug fixes

• Refactoring code project
• Remove unused package dependencies

🗎 Documentation and examples

• Demo: https://vntk.yeu.ai/

🔊 Release Notes

• The main features in this release are: tokenizer, word_sent, pos_tagging, chunking, named entitity recoginition.
• Our experiments focus on conditional random fields models, which yield a reasonable result and fast (~20 mins per experiment).

👥 Contributors

The main models are trained in the project underthesea. Thank for their works!

Thanks to @rain1024, @vunb for the contributions!