.. malaya documentation master file, created by
   sphinx-quickstart on Sat Dec  8 23:44:35 2018.
   You can adapt this file completely to your liking, but it should at least
   contain the root `toctree` directive.

Welcome to Malaya's documentation!
======================================

.. include::
   README.rst

Contents:
=========

.. toctree::
   :maxdepth: 2
   :caption: Getting Started

   speech-toolkit
   Dataset
   Installation
   huggingface-repository
   load-cache
   models-accuracy
   running-on-windows
   Api
   Contributing
   
.. toctree::
   :maxdepth: 2
   :caption: Optimization

   gpu-environment
   devices
   precision-mode
   quantization
   load-deployment

.. toctree::
   :maxdepth: 2
   :caption: Pre-trained model

   load-transformer
   load-wordvector

.. toctree::
   :maxdepth: 2
   :caption: Normalization Module
   
   load-tokenizer
   load-spell-correction
   load-coreference-resolution
   load-normalizer
   load-stemmer
   load-true-case
   load-segmentation
   load-preprocessing
   load-tatabahasa
   load-tatabahasa-tagging
   load-num2word
   load-word2num

.. toctree::
   :maxdepth: 2
   :caption: Knowledge Graph Module

   load-knowledge-graph-triples
   load-knowledge-graph-from-dependency

.. toctree::
   :maxdepth: 2
   :caption: Generative Module

   load-augmentation
   load-prefix-generator
   load-isi-penting-generator
   load-lexicon
   load-paraphrase

.. toctree::
   :maxdepth: 2
   :caption: Classification Module

   load-emotion
   load-language-detection
   load-nsfw
   load-relevancy
   load-sentiment
   load-subjectivity
   load-toxic
   load-zeroshot-classification

.. toctree::
   :maxdepth: 2
   :caption: Similarity Module

   load-doc2vec-similarity
   load-semantic-similarity
   load-unsupervised-keyword-extraction
   load-keyphrase-similarity

.. toctree::
   :maxdepth: 2
   :caption: Tagging Module

   load-entities
   load-pos

.. toctree::
   :maxdepth: 2
   :caption: Parsing Module

   load-dependency
   load-constituency

.. toctree::
   :maxdepth: 2
   :caption: Summarization Module

   load-abstractive
   long-text-abstractive-summarization
   load-extractive

.. toctree::
   :maxdepth: 2
   :caption: Translation Module

   load-translation-ms-en
   load-translation-en-ms
   load-long-text-translation

.. toctree::
   :maxdepth: 2
   :caption: Question Answer Module

   load-qa-squad

.. toctree::
   :maxdepth: 2
   :caption: Misc Module
   
   load-topic-modeling
   load-clustering
   load-stack

.. toctree::
   :maxdepth: 2
   :caption: Bias

   sentiment-bias-towards-countries
   sentiment-bias-towards-politicians

.. toctree::
   :maxdepth: 2
   :caption: Finetune Pretrained Model

   tf-estimator-alxlnet
   tf-estimator-bert
   tf-estimator-xlnet

.. toctree::
   :maxdepth: 2
   :caption: Misc
   
   Crawler
   Donation
   Translator-malaya
   Reference