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Projects in Awesome Lists tagged with sentiment-classification

A curated list of projects in awesome lists tagged with sentiment-classification .

https://github.com/sevdanurgenc/bert-sentiment-analysis-turkish-tweets

This repo contains a simple app about Sentiment Analysis with BERT in Turkish Tweets.

bert sentiment-analysis sentiment-classification twitter

Last synced: 30 Nov 2024

https://github.com/furk4nbulut/sentiment-classification

Utilizes a dataset of Turkish product reviews to build a Natural Language Processing (NLP) model for sentiment analysis.

natural-language-processing nlp nltk pandas sentiment-classification sklearn

Last synced: 10 Oct 2024

https://github.com/reilly-conceptscognitionlab/gaslighting

Gaslighting: An R Package for Detection of Gaslighting in Text Samples

emotion-detection natural-language-processing r sentiment-classification text-classification

Last synced: 15 Dec 2024

https://github.com/natlee/gura-gru-unit-for-recognizing-affect

A simply sentiment classification model that leverages the power of `Bidirectional GRU` and `Self-attention` mechanisms.

dataset deep-learning docker-compose docker-deep-learning dockerfiles-linux natural-language-processing self-attention sentiment-analysis sentiment-classification

Last synced: 21 Nov 2024

https://github.com/simranjeet97/innovative-sentiment-analysis

I created a new technique to do sentiment analysis with 98% probability using multiple techniques combined to from a new method. I made a video on this whole project and show you, how “Next Gen Sentiment” is much better then NLTK, TEXTBLOB or LLMs.

genai genai-sentiment-analysis large-language-models llm llm-sentiment-analysis nltk-python sentiment-analysis sentiment-classification textblob textblob-sentiment-analysis word2vec-embeddinngs word2vec-model

Last synced: 14 Nov 2024

https://github.com/blacksujit/sentiment-analysis

This project is a sentiment analysis model built to classify IMDB movie reviews as either positive or negative using the **IMDB dataset**. It uses various machine learning models and deep learning techniques to handle the text data.

challenge deep-learning deep-neural-networks lstm-neural-networks model-accuracy nlp nlp-datasets nlp-machine-learning polarity-integration proficient rqs score sentiment-analysis sentiment-classification

Last synced: 01 Dec 2024

https://github.com/thaiebu/llama-3.1-8b-empathetic-responses_unsloth

A fine-tuned Llama model designed to deliver empathetic responses, seamlessly integrated with sentiment analysis to deeply understand and adapt to emotional nuances.

chatbot llama3 nlp pandas pytorch sentiment-analysis sentiment-classification transformer unsloth

Last synced: 22 Dec 2024

https://github.com/shamil-t/sentiment-analysis-imdb-django

Imdb sentiment analysis using SVM Classifier,implemeted using Django and MySQL database

django imdb imdb-dataset pickle python3 sentiment-analysis sentiment-classification sklearn sql svm-classifier

Last synced: 26 Dec 2024

https://github.com/brunomontezano/what-are-you-feeling

Final project for PIE00088: Sentiment prediction based on input sentence by user.

python sentiment-analysis sentiment-classification ufrgs

Last synced: 12 Nov 2024

https://github.com/aishwaryahastak/lora-implementation

Fine-tuning DistillBERT on sentiment classification using LoRA implemented from scratch

bert-fine-tuning fine-tuning fine-tuning-llm large-language-models llm lora sentiment-classification

Last synced: 02 Jan 2025

https://github.com/amber-abuah/sentiment-analysis

Sentiment analysis using NLTK's Vader Sentiment Analyzer. Text data is classified into three classes: Positive, Negative or Neutral.

nltk nltk-python python sentiment sentiment-analysis sentiment-classification

Last synced: 10 Dec 2024

https://github.com/tomtolleson/sentiment-analysis

A sentiment-analysis model classifying text based on Hugging Face Transformers

huggingface-transformers model sentiment-analysis sentiment-classification

Last synced: 23 Dec 2024

https://github.com/mohammad95labbaf/transformersentimentanalysis

Sentiment analysis on tweets using transformer models like BERT, RoBERTa, DistilBERT, ALBERT, and XLNet with evaluation metrics.

albert bert bert-model distilbert large-language-model large-language-models llm roberta roberta-model sentiment sentiment-analysis sentiment-classification transformer transformers xlnet

Last synced: 29 Dec 2024

https://github.com/nvcan1236/e-commerce-sentiment-analytic

Website thương mại điện tử

flask html python sentiment-classification

Last synced: 13 Dec 2024

https://github.com/pspanoudakis/machine-learning-nlp

NLP 🤖 📖 projects on Vaccine Sentiment Classification 💉 and Question Answering 💬

bert-fine-tuning glove-embeddings neural-networks pytorch question-answering rnn scikit-learn sentiment-classification softmax-regression squad

Last synced: 18 Dec 2024

https://github.com/chintan45/amazon-product-review-classification

A simple classifier to predict the sentiments of Amazon product reviews.

machine-learning nlp nltk sentiment-classification

Last synced: 24 Dec 2024

https://github.com/rid17pawar/sentiment-analysis-model-experiments

Experiments in the field of Sentiment Analysis using ML Algorithms namely Logistic Regression, Naive Bayes along with tfidf, one hot encoding, bag of words vectorization. Different MLP and RNN models viz. LSTM, GRU, Bidirectional LSTM. Lastly, state of the art BERT model

bag-of-words bert bidirectional-lstm gru logistic-regression lstm ml-algorithms naive-bayes neural-networks one-hot-encoding rnn sentiment-analysis sentiment-classification text-vectorization tfidf tfidf-vectorizer transformer-architecture twitter-sentiment-analysis

Last synced: 17 Nov 2024

https://github.com/archismankarmakar/us-airlines-2015-dataset-sentiment-analysis

The US Airlines dataset (2015) contains 14,640 tweets (14,427 unique) collected between February 16-24, 2015, and covers 6 airlines with 15 data columns.

sentiment-analysis sentiment-classification twitter-sentiment-analysis

Last synced: 17 Nov 2024

https://github.com/windi-wulandari/sentiment-analysis-imdb

This project analyzes sentiment from 50,000 IMDb movie reviews, aiming to enhance time and cost efficiency. The Naive Bayes model with TF-IDF yielded the best results, achieving up to 99% savings in time and cost, surpassing the initial goals.

imdb-dataset machine-learning sentiment-analysis sentiment-classification statistics supervised-learning

Last synced: 23 Nov 2024

https://github.com/hanifheinrich/sentiment-analysis

Klasifikasi sentimen masyarakat pada Karens Dinner di Indonesia menggunakan Algoritma SVM dan Dataset dari Twitter API

sentiment-analysis sentiment-classification tf-idf

Last synced: 11 Nov 2024