.. _Api:

API
=============

malaya
------

.. automodule:: malaya
    :members:

malaya.augmentation.abstractive
--------------------------------

.. automodule:: malaya.augmentation.abstractive
    :members:

malaya.augmentation.rules
--------------------------------

.. automodule:: malaya.augmentation.rules
    :members:

malaya.dictionary
---------------------

.. automodule:: malaya.dictionary
    :members:

malaya.generator.isi_penting
-----------------------------

.. automodule:: malaya.generator.isi_penting
    :members:

malaya.keyword.abstractive
---------------------------

.. automodule:: malaya.keyword.abstractive
    :members:

malaya.keyword.extractive
--------------------------

.. automodule:: malaya.keyword.extractive
    :members:

malaya.normalizer.rules
------------------------------

.. automodule:: malaya.normalizer.rules
    :members:

.. autoclass:: malaya.normalizer.rules.Normalizer()
    :members:

malaya.qa.extractive
-------------------------

.. automodule:: malaya.qa.extractive
    :members:

malaya.similarity.doc2vec
-------------------------

.. automodule:: malaya.similarity.doc2vec
    :members:

.. autoclass:: malaya.similarity.doc2vec.VectorizerSimilarity()
    :members:

.. autoclass:: malaya.similarity.doc2vec.Doc2VecSimilarity()
    :members:

malaya.similarity.semantic
----------------------------

.. automodule:: malaya.similarity.semantic

malaya.spelling_correction.jamspell
---------------------------------------

.. automodule:: malaya.spelling_correction.jamspell
    :members:

.. autoclass:: malaya.spelling_correction.jamspell.JamSpell()
    :members:

malaya.spelling_correction.probability
---------------------------------------

.. automodule:: malaya.spelling_correction.probability
    :members:

.. autoclass:: malaya.spelling_correction.probability.Spell()
    :members:

.. autoclass:: malaya.spelling_correction.probability.Probability()
    :members:

.. autoclass:: malaya.spelling_correction.probability.ProbabilityLM()
    :members:

malaya.spelling_correction.spylls
---------------------------------------

.. automodule:: malaya.spelling_correction.spylls
    :members:

.. autoclass:: malaya.spelling_correction.spylls.Spylls()
    :members:

malaya.spelling_correction.symspell
---------------------------------------

.. automodule:: malaya.spelling_correction.symspell
    :members:

.. autoclass:: malaya.spelling_correction.symspell.Symspell()
    :members:

malaya.summarization.abstractive
---------------------------------

.. automodule:: malaya.summarization.abstractive
    :members:

malaya.summarization.extractive
---------------------------------

.. automodule:: malaya.summarization.extractive
    :members:

malaya.topic_model.decomposition
---------------------------------

.. automodule:: malaya.topic_model.decomposition
    :members:

.. autoclass:: malaya.topic_model.decomposition.Topic()
    :members:

malaya.topic_model.transformer
---------------------------------

.. autoclass:: malaya.topic_model.transformer.AttentionTopic()
    :members:

malaya.zero_shot.classification
--------------------------------

.. automodule:: malaya.zero_shot.classification
    :members:

malaya.cluster
-----------------

.. automodule:: malaya.cluster
    :members:

malaya.constituency
---------------------

.. automodule:: malaya.constituency
    :members:

malaya.dependency
------------------

.. automodule:: malaya.dependency
    :members:

malaya.embedding
------------------

.. automodule:: malaya.embedding
    :members:

malaya.emotion
-----------------

.. automodule:: malaya.emotion
    :members:

malaya.entity
---------------

.. automodule:: malaya.entity
    :members:

malaya.jawi
-----------------------

.. automodule:: malaya.jawi
    :members:

malaya.knowledge_graph
-----------------------

.. automodule:: malaya.knowledge_graph
    :members:

malaya.language_detection
-------------------------

.. automodule:: malaya.language_detection
    :members:

malaya.language_model
-------------------------

.. automodule:: malaya.language_model
    :members:

malaya.llm
-------------------------

.. automodule:: malaya.llm
    :members:

malaya.nsfw
-------------------------

.. automodule:: malaya.nsfw
    :members:

malaya.num2word
-----------------

.. automodule:: malaya.num2word
    :members:

malaya.paraphrase
------------------

.. automodule:: malaya.paraphrase
    :members:

malaya.pos
-----------------

.. automodule:: malaya.pos
    :members:

malaya.preprocessing
----------------------

.. automodule:: malaya.preprocessing
    :members:

.. autoclass:: malaya.preprocessing.Preprocessing()
    :members:

.. autoclass:: malaya.preprocessing.Demoji()
    :members:
    
malaya.segmentation
---------------------

.. automodule:: malaya.segmentation
    :members:

malaya.sentiment
-----------------

.. automodule:: malaya.sentiment
    :members:

malaya.stack
-----------------

.. automodule:: malaya.stack
    :members:

malaya.stem
-----------------

.. automodule:: malaya.stem
    :members:

malaya.syllable
--------------------

.. automodule:: malaya.syllable
    :members:

malaya.tatabahasa
--------------------

.. automodule:: malaya.tatabahasa
    :members:

malaya.tokenizer
--------------------

.. automodule:: malaya.tokenizer
    :members:

.. autoclass:: malaya.tokenizer.Tokenizer()
    :members:

.. autoclass:: malaya.tokenizer.SentenceTokenizer()
    :members:

malaya.transformer
-------------------------

.. automodule:: malaya.transformer
    :members:

malaya.translation
-------------------------

.. automodule:: malaya.translation
    :members:

malaya.true_case
-------------------------

.. automodule:: malaya.true_case
    :members:

malaya.word2num
-------------------------

.. automodule:: malaya.word2num
    :members:

malaya.wordvector
-------------------------

.. automodule:: malaya.wordvector
    :members:

malaya.model.extractive_summarization
--------------------------------------

.. autoclass:: malaya.model.extractive_summarization.SKLearn()
    :members:

.. autoclass:: malaya.model.extractive_summarization.Doc2Vec()
    :members:

.. autoclass:: malaya.model.extractive_summarization.Encoder()
    :members:
    
malaya.model.ml
----------------------------------

.. autoclass:: malaya.model.ml.MulticlassBayes()
    :members:

.. autoclass:: malaya.model.ml.BinaryBayes()
    :members:

.. autoclass:: malaya.model.ml.MultilabelBayes()
    :members:

malaya.model.rules
----------------------------------

.. autoclass:: malaya.model.rules.LanguageDict()
    :members:

malaya.torch_model.gpt2_lm
----------------------------------

.. autoclass:: malaya.torch_model.gpt2_lm.LM()
    :members:

malaya.torch_model.huggingface
----------------------------------

.. autoclass:: malaya.torch_model.huggingface.Generator()
    :members:

.. autoclass:: malaya.torch_model.huggingface.Prefix()
    :members:

.. autoclass:: malaya.torch_model.huggingface.Paraphrase()
    :members:

.. autoclass:: malaya.torch_model.huggingface.Summarization()
    :members:

.. autoclass:: malaya.torch_model.huggingface.Similarity()
    :members:

.. autoclass:: malaya.torch_model.huggingface.ZeroShotClassification()
    :members:

.. autoclass:: malaya.torch_model.huggingface.ExtractiveQA()
    :members:

.. autoclass:: malaya.torch_model.huggingface.Transformer()
    :members:

.. autoclass:: malaya.torch_model.huggingface.IsiPentingGenerator()
    :members:

.. autoclass:: malaya.torch_model.huggingface.Tatabahasa()
    :members:

.. autoclass:: malaya.torch_model.huggingface.Keyword()
    :members:

.. autoclass:: malaya.torch_model.huggingface.Translation()
    :members:

.. autoclass:: malaya.torch_model.huggingface.Classification()
    :members:

.. autoclass:: malaya.torch_model.huggingface.Tagging()
    :members:

.. autoclass:: malaya.torch_model.huggingface.Embedding()
    :members:

.. autoclass:: malaya.torch_model.huggingface.Reranker()
    :members:

malaya.torch_model.mask_lm
----------------------------------

.. autoclass:: malaya.torch_model.mask_lm.MLMScorer()
    :members: