peacfuljoh / predictive-analytics-ytvideos

Full-stack real-time predictive anaytics for YouTube content creators
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Implement performant regression model #19

Open peacfuljoh opened 1 year ago

peacfuljoh commented 1 year ago

Word2Vec https://www.tensorflow.org/text/tutorials/word2vec

Efficient Estimation of Word Representations in Vector Space (word embeddings w/ BoW or N-grams) https://arxiv.org/pdf/1301.3781.pdf

Bag of Tricks for Efficient Text Classification (fastText) https://arxiv.org/pdf/1607.01759.pdf

Gensim modules https://radimrehurek.com/gensim/auto_examples/index.html#core-tutorials-new-users-start-here

peacfuljoh commented 10 months ago

Sequence-to-sequence LSTM for predicting future stats: https://arxiv.org/pdf/1406.1078.pdf