NMFADMMA sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
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Nlp JourneyDocuments, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
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watchmanWatchman: An open-source social-media event-detection system
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Textfeatures👷♂️ A simple package for extracting useful features from character objects 👷♀️
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EmbeddingEmbedding模型代码和学习笔记总结
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Cw2vec基于字符训练词向量
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vector space modellingNLP in python Vector Space Modelling and document classification NLP
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fsauor2018基于LSTM网络与自注意力机制对中文评论进行细粒度情感分析
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Russian news corpusRussian mass media stemmed texts corpus / Корпус лемматизированных (морфологически нормализованных) текстов российских СМИ
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NTUA-slp-nlp💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA
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Skip Thoughts.torchPorting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7
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word2vec-pt-brImplementação e modelo gerado com o treinamento (trigram) da wikipedia em pt-br
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AsneA sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
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GemsecThe TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
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text classifierTensorflow2.3的文本分类项目,支持各种分类模型,支持相关tricks。
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VectorsinsearchDice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015
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GraphDBLPa Graph-based instance of DBLP
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Word2vecGo library for performing computations in word2vec binary models
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word2vec pipelineNLP pipeline using word2vec (preprocessing/embedding/prediction/clustering)
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Deeplearning Nlp ModelsA small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs. Models: word2vec, CNNs, transformer, gpt.
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SentimentAnalysis(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset
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SplitterA Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
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walkletsA lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
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ChiveJapanese word embedding with Sudachi and NWJC 🌿
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NCE-lossTensorflow NCE loss in Keras
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Word2vec对 ansj 编写的 Word2VEC_java 的进一步包装,同时实现了常用的词语相似度和句子相似度计算。
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PujanggaPujangga - Indonesian Natural Language Processing Tool with REST API, an Interface for InaNLP and Deeplearning4j's Word2Vec
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gonnp📉Deep learning from scratch using Go. Specializes in natural language processing
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KoanA word2vec negative sampling implementation with correct CBOW update.
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doc2vec-golangdoc2vec , word2vec, implemented by golang. word embedding representation
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Word2VecJavaWord2Vec In Java (2013 google word2vec opensource)
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NLP PEMDCNLP Predtrained Embeddings, Models and Datasets Collections(NLP_PEMDC). The collection will keep updating.
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Pytorch SkipgramImplementing Skip-gram Negative Sampling with pytorch
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test word2vec uyghurBu Uyghur yéziqini Pythonning gensim ambiridiki word2vec algorizimida sinap baqqan misal.
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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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reveryA personal semantic search engine capable of surfacing relevant bookmarks, journal entries, notes, blogs, contacts, and more, built on an efficient document embedding algorithm and Monocle's personal search index.
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Few Shot Text ClassificationFew-shot binary text classification with Induction Networks and Word2Vec weights initialization
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word-benchmarksBenchmarks for intrinsic word embeddings evaluation.
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Word2vecPython interface to Google word2vec
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word2vec-on-wikipediaA pipeline for training word embeddings using word2vec on wikipedia corpus.
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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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AlinkAlink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
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SWDMSIGIR 2017: Embedding-based query expansion for weighted sequential dependence retrieval model
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