ShallowlearnAn experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
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AravecAraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.
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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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GermanwordembeddingsToolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
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Nlp TutorialA list of NLP(Natural Language Processing) tutorials
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Pyss3A Python package implementing a new machine learning model for text classification with visualization tools for Explainable AI
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Text mining resourcesResources for learning about Text Mining and Natural Language Processing
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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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Deep Math Machine Learning.aiA blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.
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Ml ProjectsML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
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Sense2vec🦆 Contextually-keyed word vectors
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TextvecText vectorization tool to outperform TFIDF for classification tasks
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Word2vec訓練中文詞向量 Word2vec, Word2vec was created by a team of researchers led by Tomas Mikolov at Google.
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ScattertextBeautiful visualizations of how language differs among document types.
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GensimTopic Modelling for Humans
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Awesome Embedding ModelsA curated list of awesome embedding models tutorials, projects and communities.
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Nlp NotebooksA collection of notebooks for Natural Language Processing from NLP Town
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Practical 1Oxford Deep NLP 2017 course - Practical 1: word2vec
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Pytorch Transformers ClassificationBased on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.
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Python nlp tutorialThis repository provides everything to get started with Python for Text Mining / Natural Language Processing (NLP)
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TadwAn implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
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NlpythonThis repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"
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MagnitudeA fast, efficient universal vector embedding utility package.
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Log Anomaly DetectorLog Anomaly Detection - Machine learning to detect abnormal events logs
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Product-Categorization-NLPMulti-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).
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Text2vecFast vectorization, topic modeling, distances and GloVe word embeddings in R.
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LanguagecrunchLanguageCrunch NLP server docker image
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Textractextract text from any document. no muss. no fuss.
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Text Cnn嵌入Word2vec词向量的CNN中文文本分类
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AdaptnlpAn easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.
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TextfoolerA Model for Natural Language Attack on Text Classification and Inference
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GraphbrainLanguage, Knowledge, Cognition
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BiosentvecBioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
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ZhihuThis repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
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Adam qasADAM - A Question Answering System. Inspired from IBM Watson
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Nlp TutorialTutorial: Natural Language Processing in Python
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NlpSelected Machine Learning algorithms for natural language processing and semantic analysis in Golang
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Nlp Papers With ArxivStatistics and accepted paper list of NLP conferences with arXiv link
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Artificial Adversary🗣️ Tool to generate adversarial text examples and test machine learning models against them
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Spacy Streamlit👑 spaCy building blocks and visualizers for Streamlit apps
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Data ScienceCollection of useful data science topics along with code and articles
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Nlp Projectsword2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding
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RmdlRMDL: Random Multimodel Deep Learning for Classification
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Natural Language ProcessingProgramming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning
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Transformers TutorialsGithub repo with tutorials to fine tune transformers for diff NLP tasks
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Anlp19Course repo for Applied Natural Language Processing (Spring 2019)
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Deep learning nlpKeras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
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TextminingPython文本挖掘系统 Research of Text Mining System
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