Text mining resourcesResources for learning about Text Mining and Natural Language Processing
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Mutual labels: natural-language-processing, nlp-machine-learning, text-mining, topic-modeling
Lda Topic ModelingA PureScript, browser-based implementation of LDA topic modeling.
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Mutual labels: natural-language-processing, nlp-machine-learning, text-mining, topic-modeling
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: natural-language-processing, text-mining, gensim, tf-idf
topic modelling financial newsTopic modelling on financial news with Natural Language Processing
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Mutual labels: sklearn, topic-modeling, tf-idf, nlp-machine-learning
PyshorttextcategorizationVarious Algorithms for Short Text Mining
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Mutual labels: natural-language-processing, text-mining, topic-modeling
Text2vecFast vectorization, topic modeling, distances and GloVe word embeddings in R.
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Mutual labels: natural-language-processing, text-mining, topic-modeling
Hands On Natural Language Processing With PythonThis repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.
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Mutual labels: natural-language-processing, nlp-machine-learning, text-mining
ScattertextBeautiful visualizations of how language differs among document types.
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Mutual labels: natural-language-processing, text-mining, topic-modeling
GensimTopic Modelling for Humans
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Mutual labels: natural-language-processing, topic-modeling, gensim
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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Mutual labels: natural-language-processing, nlp-machine-learning, text-mining
TextminingPython文本挖掘系统 Research of Text Mining System
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Mutual labels: text-mining, sklearn, tf-idf
lda2vecMixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019
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Mutual labels: text-mining, sklearn, topic-modeling
2018 Machinelearning Lectures EsaMachine Learning Lectures at the European Space Agency (ESA) in 2018
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Mutual labels: text-mining, topic-modeling, tf-idf
LdavisR package for web-based interactive topic model visualization.
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Mutual labels: text-mining, topic-modeling
Awesome Sentiment AnalysisRepository with all what is necessary for sentiment analysis and related areas
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Mutual labels: nlp-machine-learning, text-mining
Paper ReadingPaper reading list in natural language processing, including dialogue systems and text generation related topics.
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Mutual labels: natural-language-processing, topic-modeling
Nlp NotebooksA collection of notebooks for Natural Language Processing from NLP Town
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Mutual labels: natural-language-processing, text-mining
BigartmFast topic modeling platform
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Mutual labels: text-mining, topic-modeling
AilearningAiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
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Mutual labels: sklearn, kmeans
Metasra PipelineMetaSRA: normalized sample-specific metadata for the Sequence Read Archive
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Mutual labels: natural-language-processing, text-mining