lstm-sentiment-analysis

Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.

sentiment-analysis text-classification tensorflow lstm gru tensorflow-tutorials tensorflow-experiments low-level lstm-neural-networks sentiment-classification tensorflow-examples long-short-term-memory-models tensorflow-gpu text-classifier lstm-sentiment-analysis gated-recurrent-units amazon-reviews tensorflow-api gated-recurrent-unit lstm-sentiment-classification

UpdatedSep 21, 2019
Python

alaBay94 /Sentiment-analysis-amazon-Products-Reviews

Star47

NLP with NLTK for Sentiment analysis amazon Products Reviews

nlp django sentiment-analysis text-classification keras python3 nltk t-sne acp lstm-neural-networks sentiment-classification gensim-word2vec lstm-sentiment-analysis amazon-product

UpdatedOct 18, 2024
Jupyter Notebook

tatwan /AI-for-Trading

Star39

Artificial Intelligence for Trading Nanodegree Projects

udacity deep-learning python3 pytorch artificial-intelligence trading-algorithms quantitative-trading lstm-sentiment-analysis pytorch-rnn nanodegree-project pytorch-lstm

UpdatedJun 22, 2022
HTML

HumanSignal /brand-sentiment-analysis

Star21

Scripts utilizing Heartex platform to build brand sentiment analysis from the news

nlp natural-language-processing sentiment-analysis sentiment transfer-learning nlp-machine-learning sentiment-analyser sentiment-classification nlp-sentiment-classifier lstm-sentiment-analysis tensorflow-text-classifiers nlp-tutorial

UpdatedJul 6, 2022
CSS

NarendraYSF /LSTMEmotion-Sentiment-Analytics

Star21

An LSTM-based sentiment analysis model for classifying text emotions. Built with deep learning techniques to accurately detect and predict sentiment in text data.

ai tensorflow keras jupyter-notebook recurrent-neural-networks lstm-sentiment-analysis social-media-analysis emotion-detection-emotion-classification

UpdatedFeb 17, 2025
Jupyter Notebook

dvgodoy /YelpDatasetChallenge

Star20

Restaurant recommendations and review text-based quality predictions

spark sentiment-analysis dataset recommender-systems yelp-dataset spark-ml lstm-sentiment-analysis

UpdatedMar 19, 2017
Jupyter Notebook

uddhav-raj /Natural-and-Emotional-Linguistic-Text-To-Speech-Synthesis

Star16

machine-learning django deep-learning random-forest speech-recognition texttospeech lstm-sentiment-analysis text-emotion-detection

UpdatedMay 25, 2019
Jupyter Notebook

badripatro /Visual_Question_Generation

Star14

Torch code for Visual Question Generation

machine-learning deep-neural-networks deep-learning acl lstm triplet-loss decoder-network multimodal-learning question-generation lstm-sentiment-analysis multimodal emnlp-2018 visual-question-generation multimodel-network

UpdatedMar 30, 2019
Lua

KwokHing /SentimentAnalysis-Python-Demo

Star14

Submission of an in-class NLP sentiment analysis competition held at Microsoft AI Singapore group. This submission entry explores the performance of both lexicon & machine-learning based models