Projects in Awesome Lists tagged with lstm-sentiment-analysis
A curated list of projects in awesome lists tagged with lstm-sentiment-analysis .
https://github.com/bentrevett/pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
bert cnn cnn-text-classification fasttext lstm lstm-sentiment-analysis natural-language-processing nlp pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials recurrent-neural-networks rnn sentiment-analysis sentiment-classification torchtext transformers tutorial word-embeddings
Last synced: 12 Apr 2025
https://github.com/freedomintelligence/textclassificationbenchmark
A Benchmark of Text Classification in PyTorch
attention-is-all-you-need benchmark capusle cnn cnn-classification crnn lstm lstm-sentiment-analysis pytorch quantum rcnn text-classification
Last synced: 13 Apr 2025
https://github.com/muhammedbuyukkinaci/tensorflow-sentiment-analysis-on-amazon-reviews-data
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.
amazon-reviews gated-recurrent-unit gated-recurrent-units gru long-short-term-memory-models low-level lstm lstm-neural-networks lstm-sentiment-analysis lstm-sentiment-classification sentiment-analysis sentiment-classification tensorflow tensorflow-api tensorflow-examples tensorflow-experiments tensorflow-gpu tensorflow-tutorials text-classification text-classifier
Last synced: 02 May 2025
https://github.com/humansignal/brand-sentiment-analysis
Scripts utilizing Heartex platform to build brand sentiment analysis from the news
lstm-sentiment-analysis natural-language-processing nlp nlp-machine-learning nlp-sentiment-classifier nlp-tutorial sentiment sentiment-analyser sentiment-analysis sentiment-classification tensorflow-text-classifiers transfer-learning
Last synced: 07 May 2025
https://github.com/narendraysf/lstmemotion-sentiment-analytics
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 emotion-detection-emotion-classification jupyter-notebook keras lstm-sentiment-analysis recurrent-neural-networks social-media-analysis tensorflow
Last synced: 12 Apr 2025
https://github.com/dvgodoy/yelpdatasetchallenge
Restaurant recommendations and review text-based quality predictions
dataset lstm-sentiment-analysis recommender-systems sentiment-analysis spark spark-ml yelp-dataset
Last synced: 10 Apr 2025
https://github.com/kwokhing/sentimentanalysis-python-demo
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
bert-model cross-validation data-analysis decision-trees deep-learning lexicon-based lstm-sentiment-analysis machine-learning machine-learning-algorithms naive-bayes naive-bayes-classifier random-forest sentiment-analysis sentiment-classification sklearn supervised-learning supervised-machine-learning support-vector-machines svm vader-sentiment-analysis
Last synced: 02 Dec 2024
https://github.com/camara94/natural-language-processing-tensorflow
Natural Language processing in tensorflow
dataset deep-learning lstm-neural-networks lstm-sentiment-analysis machine-learning natural-language-processing nlp nlp-keywords-extraction nlp-machine-learning rnn rnn-tensorflow sentiment-analysis tensorflow text-classification
Last synced: 05 Apr 2025
https://github.com/vubacktracking/deep-neural-network-vietnamese-student-feedback-sentiment-analysis
Vietnamese Student Feedback Sentiment Analysis
deep-learning keras-tensorflow lstm-model lstm-neural-networks lstm-sentiment-analysis nlp sentiment-analysis streamlit streamlit-webapp tensforflow tfidf-vectorizer vietnamese-nlp word2vec word2vec-model
Last synced: 12 Apr 2025
https://github.com/aaaastark/false-data-injection-attack
False Data Injection Attack (FDIA) with Long Sort Term Memory (LSTM) Model using Python
adversarial-attacks data-science data-visualization deep-learning false-data-injection false-data-injection-attack injection-attack keras lstm lstm-neural-networks lstm-sentiment-analysis machine-learning matplotlib numpy pandas python seaborn sklearn tensorflow time-series-analysis
Last synced: 15 Jan 2025
https://github.com/mlh-fellowship/0.1.2-sentiment-analysis-visualization
Machine Learning Web Application. Helps to visualize a character-by-character breakdown of how sentiment analysis classifies text
bentoml keras keras-neural-networks lstm lstm-sentiment-analysis machine-learning machine-learning-algorithms sentiment-analysis-visualization visualizations
Last synced: 17 Dec 2024
https://github.com/ahmedshahriar/sentiment-analysis
Sentiment Analysis Projects
adam-optimizer data-science-projects deep-learning deep-neural-networks dense densely-connected-networks jupyter-notebook long-short-term-memory lstm-model lstm-sentiment-analysis machine-learning matplotlib numpy pandas scikit-learn sentiment-analysis tensorflow tensorflow-hub tensorflow-models tensorflow-text
Last synced: 07 Apr 2025
https://github.com/zohaibramzan/sentiment-analysis-using-lstm-tensorflow
In this implementation, i have done sentiment analysis of Movies reviews from imdb dataset with LSTM using Keras API of Tensorflow.
lstm-sentiment-analysis tensorflow-examples
Last synced: 07 Apr 2025
https://github.com/suraj-sedai/lstm-deep-learning
A step-by-step guide to mastering sequence prediction using TensorFlow and LSTM. This repository covers everything from basic linear predictions to advanced multi-step forecasting, many-to-many LSTM models, and real-world applications like stock price forecasting and sales prediction.
lstm-neural-networks lstm-sentiment-analysis numpy pandas python sklearn tensorflow
Last synced: 03 Apr 2025
https://github.com/safwanshamsir99/customer-campaign-prediction
Trained over 30,000 data to predict the outcome of the subscription by customer.
classification-model deep-learning lstm-sentiment-analysis
Last synced: 01 Apr 2025
https://github.com/patrikasvanagas/bi-lstm-glove-sentiment-classification
End-to-end review sentiment classification with text preprocessing, Bidirectional Long Short-Term Memory networks and Glove embeddings.
bi-lstm bidirectional-lstm bidirectional-rnn glove glove-embeddings keras long-short-term-memory lstm lstm-sentiment-analysis natural-language-processing sentiment-analysis sentiment-classification text-classification text-processing
Last synced: 22 Mar 2025
https://github.com/asirwad/sentiment-analysis-for-movie-reviews-using-lstm-rnns
🍿 Analyze movie 🎥 reviews with LSTM RNN to uncover audience 😄 sentiments and 🎯 ratings using the IMDB dataset.🎬
lstm-sentiment-analysis natural-language-processing rnn tensorflow2
Last synced: 14 Mar 2025
https://github.com/samsmg/sentiment-analysis-
Sentiment Analysis from scrap text of different website article.
analysis data-visualization fasttext javascript keras linguistics lstm-sentiment-analysis opinion-target-extraction paddlepaddle pytorch-nlp pytorch-tutorials supervised-machine-learning tensorflow word-embeddings
Last synced: 30 Mar 2025
https://github.com/phanchenh/sentimentanalysis_restaurant_nlpproject
Sentiment Analysis of Restaurant Reviews to Enhance Customer Experience and Optimize Operations
data-visualization embeddings insights lstm-attention lstm-sentiment-analysis machine-learning nlp-machine-learning python restaurant-reviews sentiment-analysis
Last synced: 09 Mar 2025
https://github.com/seyha1007/amazon-reviews-analysis
🧐 This project analyzes Amazon Fine Food Reviews to investigate whether negative reviews are more emotionally intense and lexically repetitive than positive ones. Using R, we apply sentiment analysis and lexical diversity metrics to uncover patterns in consumer review language.
acp amazon-reviews bert data-analytics glove jupyter-notebook lstm-sentiment-analysis machine-learning nltk random-forest scikit-learn sentiment-classification sentimental-analysis support-vector-machine
Last synced: 19 Apr 2025
https://github.com/grupoudea/twitter-sentiment-analysis-api
REST API para exponer modelo de red reuronal recurrente (LSTM) para analisis de sentimientos usando base de datos de twitter
flask lstm-neural-networks lstm-sentiment-analysis python rest-api twitter
Last synced: 13 May 2025
https://github.com/mmsaki/lstm-stock-predictor
Using deep learning recurrent neural networks to model bitcoin closing prices. One model will use the FNG indicators to predict the closing price while the second model will use a window of closing prices to predict the nth closing price.
deep-learning fng-values lstm-sentiment-analysis nueral-networks
Last synced: 06 Apr 2025
https://github.com/juwono136/indonesia-negative-comment-lstm
Sentiment Analysis of Indonesian Negative Comments on Social Media Using Long Short-Term Memory (LSTM)
deep-learning-algorithms gradio-interface hugging-face lstm-sentiment-analysis numpy python3 tensorflow
Last synced: 26 Mar 2025
