Continuous Bag-of-Words (CBOW model implemented in pytorch
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Feb 27, 2018 - Python
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continuous-bag-of-words
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Neural sentiment classification of text using the Stanford Sentiment Treebank (SST-2) movie reviews dataset, logistic regression, naive bayes, continuous bag of words, and multiple CNN variants.
nlp machine-learning text naive-bayes sentiment cnn stanford-sentiment-treebank classification logistic-regression convolutional-neural-networks cbow sentiment-classification continuous-bag-of-words
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Oct 7, 2018 - Jupyter Notebook
🎓 Diploma Thesis | A Word2vec comparative study of CBOW and Skipgram
nlp machine-learning word2vec word-embeddings gensim cbow skipgram gensim-word2vec continuous-bag-of-words skipgram-algorithm
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Jan 31, 2025 - Rich Text Format
Some demo word2vec models implemented with pytorch, including Continuous-Bag-Of-Words / Skip-Gram with Hierarchical-Softmax / Negative-Sampling.
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Dec 26, 2021 - Python
Sentiment analysis using neural BoW and LSTM based models
natural-language-processing sentiment-analysis word2vec lstm bag-of-words tree-lstm continuous-bag-of-words
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Jan 8, 2023 - Jupyter Notebook
Just exploring Deep Learning
word2vec linear-regression keras regularization l2-regularization rmsprop stochastic-gradient-descent adam-optimizer batch-gradient-descent mini-batch-gradient-descent softmax-classifier gradient-descent-momentum continuous-bag-of-words regularization-dropout inverted-dropout
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Jul 25, 2020 - Jupyter Notebook
Instance of CBOW(Continuous Bag Of Words)-bigram model
natural-language-processing python3 artificial-intelligence numpy-arrays bigram-model continuous-bag-of-words textpreprocessing
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Mar 26, 2020 - Jupyter Notebook
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