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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Mutual labels: text-classification, gensim, fasttext
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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Mutual labels: text-classification, spacy, gensim
FastrtextR wrapper for fastText
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Mutual labels: text-classification, fasttext
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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Mutual labels: text-classification, gensim
Awesome Text ClassificationAwesome-Text-Classification Projects,Papers,Tutorial .
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Fasttext.pyA Python interface for Facebook fastText
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Mutual labels: text-classification, fasttext
Doc2vec📓 Long(er) text representation and classification using Doc2Vec embeddings
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Mutual labels: text-classification, gensim
Text Classification DemosNeural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...
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Mutual labels: text-classification, fasttext
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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Mutual labels: text-classification, gensim
Fake news detectionFake News Detection in Python
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Mutual labels: text-classification, text-analysis
Ai lawall kinds of baseline models for long text classificaiton( text categorization)
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Mutual labels: text-classification, fasttext
Keras Textclassification中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
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Mutual labels: text-classification, fasttext
Text classificationall kinds of text classification models and more with deep learning
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Mutual labels: text-classification, fasttext
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Mutual labels: text-classification, fasttext
nlp workshop odsc europe20Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and T…
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Mutual labels: spacy, gensim
Fasttext.jsFastText for Node.js
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Mutual labels: text-classification, fasttext
MetaA Modern C++ Data Sciences Toolkit
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Mutual labels: text-classification, text-analysis
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Mutual labels: text-classification, fasttext
TextvecText vectorization tool to outperform TFIDF for classification tasks
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Mutual labels: text-classification, text-analysis
NLP QuickbookNLP in Python with Deep Learning
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Mutual labels: text-classification, spacy
