Text Analytics With PythonLearn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
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IemlIEML semantic language - a meaning-representation system based on semantic primitives and a regular grammar. Basic semantic relationships between concepts are automatically computed from syntactic similarities.
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Spacy Transformers🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
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Nlp Librarycurated collection of papers for the nlp practitioner 📖👩🔬
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Full stack transformerPytorch library for end-to-end transformer models training, inference and serving
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GraziGrammar checking and more for IntelliJ IDEA
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Bert In ProductionA collection of resources on using BERT (https://arxiv.org/abs/1810.04805 ) and related Language Models in production environments.
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Lm Lstm CrfEmpower Sequence Labeling with Task-Aware Language Model
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RingInnovative and practical general-purpose multi-paradigm language
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LmchallengeA library & tools to evaluate predictive language models.
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Retext Simplifyplugin to check phrases for simpler alternatives
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LudwigData-centric declarative deep learning framework
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PycluePython toolkit for Chinese Language Understanding(CLUE) Evaluation benchmark
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Boilerplate Dynet Rnn LmBoilerplate code for quickly getting set up to run language modeling experiments
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Nezha chinese pytorchNEZHA: Neural Contextualized Representation for Chinese Language Understanding
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Mlsqlinferring sql queries from plain-text questions about tables
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Pytorch gbw lmPyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset
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Chinese ElectraPre-trained Chinese ELECTRA(中文ELECTRA预训练模型)
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Gpt2PyTorch Implementation of OpenAI GPT-2
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Lightnlp基于Pytorch和torchtext的自然语言处理深度学习框架。
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Bit RnnQuantize weights and activations in Recurrent Neural Networks.
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PhonlpPhoNLP: A BERT-based multi-task learning toolkit for part-of-speech tagging, named entity recognition and dependency parsing (NAACL 2021)
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Nlp RecipesNatural Language Processing Best Practices & Examples
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SuggestTop-k Approximate String Matching.
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Greek BertA Greek edition of BERT pre-trained language model
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Gpt2 FrenchGPT-2 French demo | Démo française de GPT-2
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ForteForte is a flexible and powerful NLP builder FOR TExt. This is part of the CASL project: http://casl-project.ai/
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Shift Ctrl F🔎 Search the information available on a webpage using natural language instead of an exact string match.
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Cognitive Social CrmAn application that monitors a Twitter feed and determines customer sentiment using IBM Watson Assistant, Tone Analyzer, Natural Language Understanding, as well as CloudantDB
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Pytorch CppC++ Implementation of PyTorch Tutorials for Everyone
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Openseq2seqToolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
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Rasa nlu chiTurn Chinese natural language into structured data 中文自然语言理解
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WikisqlA large annotated semantic parsing corpus for developing natural language interfaces.
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TongramsA C++ library providing fast language model queries in compressed space.
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SpagoSelf-contained Machine Learning and Natural Language Processing library in Go
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Cross Domain nerCross-domain NER using cross-domain language modeling, code for ACL 2019 paper
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Bert language understandingPre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
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Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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Vim GrammarousA powerful grammar checker for Vim using LanguageTool.
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StemmerFast Porter stemmer implementation
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PykaldiA Python wrapper for Kaldi
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WhenA natural language date/time parser with pluggable rules
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Nlp chinese corpus大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
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AssistantjsTypeScript framework to build cross-platform voice applications (alexa, google home, ...).
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SimplenlgJava API for Natural Language Generation. Originally developed by Ehud Reiter at the University of Aberdeen’s Department of Computing Science and co-founder of Arria NLG. This git repo is the official SimpleNLG version.
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Char rnn lm zhlanguage model in Chinese,基于Pytorch官方文档实现
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Dl Nlp ReadingsMy Reading Lists of Deep Learning and Natural Language Processing
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Pytorch Openai Transformer Lm🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
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KobertKorean BERT pre-trained cased (KoBERT)
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Node Sdk☄️ Node.js library to access IBM Watson services.
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Easy BertA Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)
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TaganAn official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018
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Bio embeddingsGet protein embeddings from protein sequences
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