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Repo with basic start on Recurrent Neural Networks, Word2Vec, Doc2Vec, TFIDF vectors and NLP basics

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I-Am-Timothy-Williams/RNN-in-NLP

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Advance Your Skills in NLP
Advance Your Skills in NLP
 
 
data
data
 
 
Build a model on Doc2Vec Embeddings.py
Build a model on Doc2Vec Embeddings.py
 
 
Build a model on TFIDF vectors.py
Build a model on TFIDF vectors.py
 
 
Build a model on Word2vec Embeddings.py
Build a model on Word2vec Embeddings.py
 
 
Build an RNN Model.py
Build an RNN Model.py
 
 
Comparison of All Methods.py
Comparison of All Methods.py
 
 
Doc2Vec Explanation.py
Doc2Vec Explanation.py
 
 
Implementing Doc2Vec.py
Implementing Doc2Vec.py
 
 
Implementing RNN.py
Implementing RNN.py
 
 
Implementing Word2Vec.py
Implementing Word2Vec.py
 
 
NLP Installation and Stopwords.py
NLP Installation and Stopwords.py
 
 
Prepare Data for Modelling Comparison.py
Prepare Data for Modelling Comparison.py
 
 
Preparing Data for an RNN.py
Preparing Data for an RNN.py
 
 
Preparing Doc Vectors for Modelling.py
Preparing Doc Vectors for Modelling.py
 
 
Preparing Word Vectors For Modelling.py
Preparing Word Vectors For Modelling.py
 
 
Preprocessing punct token stopw.py
Preprocessing punct token stopw.py
 
 
README.md
README.md
 
 
Random Forest Model Using Vectorized Text.py
Random Forest Model Using Vectorized Text.py
 
 
Reading text data into Python.py
Reading text data into Python.py
 
 
Vectorize Text Using TFIDF.py
Vectorize Text Using TFIDF.py
 
 
What is a Neural Network.py
What is a Neural Network.py
 
 
What is a Recurrent Neural Network.py
What is a Recurrent Neural Network.py
 
 
Why Doc2Vec is So Powerful.py
Why Doc2Vec is So Powerful.py
 
 
Why RNNs are so Powerful.py
Why RNNs are so Powerful.py
 
 
Why Word2Vec is So Powerful.py
Why Word2Vec is So Powerful.py
 
 
Word2Vec Explanation.py
Word2Vec Explanation.py
 
 

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RNN-in-NLP

Repo with basic start on Recurrent Neural Networks, Word2Vec, Doc2Vec, TFIDF vectors and NLP basics

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Repo with basic start on Recurrent Neural Networks, Word2Vec, Doc2Vec, TFIDF vectors and NLP basics

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nlp python3 lstm rnn tfidf doc2vec-word2vec text-cleaning

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