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(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 Movi…

Jupyter Notebook 71 17 Updated Nov 30, 2019

Twitter sentiment analysis part 11: Word2Vec with Convolutional Neural Network

Jupyter Notebook 31 35 Updated Feb 27, 2018

Sentiment Analysis of news on stock prices

Python 122 41 Updated May 22, 2023

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Jupyter Notebook 4,465 1,181 Updated Mar 27, 2024

Use NLP to predict stock price movement associated with news

Python 815 293 Updated Jul 15, 2024

《统计学习方法》的代码实现

Jupyter Notebook 19,202 6,296 Updated Aug 22, 2023