aamraz 0.0.4

This project is a collection of Natural Language Processing tools for Kurdish Language.

Aamraz - Kurdish NLP collection

• Overview
• Features
• Installation
• Pre-trained Models
• Usage

Overview

Aamraz which is written "ئامراز" in kurdish script means "instrument". This project is a collection of Natural Language Processing tools for Kurdish Language.

Base Features

• Word Embedding: Creates vector representations of words.

Tools

Installation

pip install aamraz

PretrainedModels

some useful pre-trained Models:

Model	Description	Size
FastText WordEmbedding	Model trained using FastText method on our own Corpus. This is bot the fasttext & skip-gram model itself (fasttext model.	~ 2.3 GB
FastText WordEmbedding - Lite	Model trained using FastText method on our own Corpus. This is bot the fasttext & skip-gram model itself (fasttext model.	~ 800 MB

Usage

import aamraz

model_path = 'kurdish_fasttext_skipgram_dim300_v1.bin'
embedding_model = aamraz.EmbeddingModel(model_path)

sample_word="ئامراز"
sample_sentence="زوانی له در بره"

word_vector = embedding_model.word_embedding(sample_word)
sentence_vector = embedding_model.sentence_embedding(sample_sentence)

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