PythainlpThai Natural Language Processing in Python.
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PynlplPyNLPl, pronounced as 'pineapple', is a Python library for Natural Language Processing. It contains various modules useful for common, and less common, NLP tasks. PyNLPl can be used for basic tasks such as the extraction of n-grams and frequency lists, and to build simple language model. There are also more complex data types and algorithms. Moreover, there are parsers for file formats common in NLP (e.g. FoLiA/Giza/Moses/ARPA/Timbl/CQL). There are also clients to interface with various NLP specific servers. PyNLPl most notably features a very extensive library for working with FoLiA XML (Format for Linguistic Annotation).
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Lingopackage lingo provides the data structures and algorithms required for natural language processing
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Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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FastnlpfastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.
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ToiroA comparison tool of Japanese tokenizers
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Chatbot nerchatbot_ner: Named Entity Recognition for chatbots.
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DanlpDaNLP is a repository for Natural Language Processing resources for the Danish Language.
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Nlp profilerA simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.
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Lingua👄 The most accurate natural language detection library for Java and the JVM, suitable for long and short text alike
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Spacy💫 Industrial-strength Natural Language Processing (NLP) in Python
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Deep Learning GuideAn evolving guide to learning Deep Learning effectively.
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BertTensorFlow code and pre-trained models for BERT
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StanzaOfficial Stanford NLP Python Library for Many Human Languages
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Torchmoji😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc
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EccoVisualize and explore NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2).
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Speech Emotion AnalyzerThe neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
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JcsegJcseg is a light weight NLP framework developed with Java. Provide CJK and English segmentation based on MMSEG algorithm, With also keywords extraction, key sentence extraction, summary extraction implemented based on TEXTRANK algorithm. Jcseg had a build-in http server and search modules for the latest lucene,solr,elasticsearch
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JanomeJapanese morphological analysis engine written in pure Python
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MadewithmlLearn how to responsibly deliver value with ML.
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SpeedtorchLibrary for faster pinned CPU <-> GPU transfer in Pytorch
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Spacy Models💫 Models for the spaCy Natural Language Processing (NLP) library
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HazmPython library for digesting Persian text.
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Ai Job Recommend国内公司人工智能方向(含机器学习、深度学习、计算机视觉和自然语言处理)岗位的招聘信息(含全职、实习和校招)
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YoutokentomeUnsupervised text tokenizer focused on computational efficiency
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PplmPlug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
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KagomeSelf-contained Japanese Morphological Analyzer written in pure Go
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Text2vecFast vectorization, topic modeling, distances and GloVe word embeddings in R.
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Cs224nCS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017
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Hanlp中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
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D2l Zh《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
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Dl Nlp ReadingsMy Reading Lists of Deep Learning and Natural Language Processing
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SentencepieceUnsupervised text tokenizer for Neural Network-based text generation.
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Nlp In PracticeStarter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
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Awesome Relation Extraction📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
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Awesome Korean NlpA curated list of resources for NLP (Natural Language Processing) for Korean
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QuantedaAn R package for the Quantitative Analysis of Textual Data
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LeakganThe codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.
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