Projects in Awesome Lists tagged with sentiment-classification

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: 02 Jan 2025

https://github.com/songyouwei/absa-pytorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

aspect-based-sentiment-analysis attention bert natural-language-processing nlp sentiment-analysis sentiment-classification

Last synced: 04 Jan 2025

https://github.com/songyouwei/ABSA-PyTorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

aspect-based-sentiment-analysis attention bert natural-language-processing nlp sentiment-analysis sentiment-classification

Last synced: 02 Nov 2024

https://github.com/baidu/senta

Baidu's open-source Sentiment Analysis System.

aspect-level-sentiment natural-language-processing opinion-target-extraction paddlepaddle sentiment-analysis sentiment-classification

Last synced: 31 Dec 2024

https://github.com/baidu/Senta

Baidu's open-source Sentiment Analysis System.

aspect-level-sentiment natural-language-processing opinion-target-extraction paddlepaddle sentiment-analysis sentiment-classification

Last synced: 06 Nov 2024

https://github.com/abdulfatir/twitter-sentiment-analysis

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

cnn deeplearning keras lstm machine-learning python sentiment-analysis sentiment-classification

Last synced: 04 Jan 2025

https://github.com/lyeoni/nlp-tutorial

A list of NLP(Natural Language Processing) tutorials

natural-language-processing neural-machine-translation nlp nlp-tutorial sentiment-classification text-classification

Last synced: 29 Dec 2024

https://github.com/soujanyaporia/multimodal-sentiment-analysis

Attention-based multimodal fusion for sentiment analysis

attention attention-mechanism conversational-agents dialogue-systems lstm multimodality natural-language-processing sentiment-analysis sentiment-classification tensorflow

Last synced: 30 Dec 2024

https://github.com/tlkh/text-emotion-classification

Archived - not answering issues

deep-neural-networks keras nlp sentiment-classification

Last synced: 03 Jan 2025

https://github.com/danielegrattarola/twitter-sentiment-cnn

An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.

deep-learning nlp python sentiment-classification tensorflow twitter

Last synced: 01 Nov 2024

https://github.com/AlexYangLi/ABSA_Keras

Keras Implementation of Aspect based Sentiment Analysis

absa atae attention attention-mechanism cabasc elmo ian memnet ram sentiment-analysis sentiment-classification td-lstm

Last synced: 12 Nov 2024

https://github.com/umitkaanusta/tia

Your Advanced Twitter stalking tool

machine-learning nlp osint sentiment-analysis sentiment-classification social-media social-media-analysis social-media-mining text-classification text-classifier twint twitter twitter-api

Last synced: 04 Jan 2025

https://github.com/umitkaanusta/TIA

Your Advanced Twitter stalking tool

machine-learning nlp osint sentiment-analysis sentiment-classification social-media social-media-analysis social-media-mining text-classification text-classifier twint twitter twitter-api

Last synced: 27 Oct 2024

https://github.com/fhamborg/newsmtsc

Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

cuda dataset deep-learning news-articles pytorch sentiment-analysis sentiment-classification text-classification tsc

Last synced: 31 Dec 2024

https://github.com/rubixml/sentiment

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

backpropagation dataset deep-learning example-project gradient-descent imdb machine-learning machine-learning-tutorial multi-layer-perceptron natural-language-processing neural-network php php-machine-learning php-ml sentiment-analysis sentiment-classification text-classification text-sentiment tf-idf tutorial

Last synced: 02 Jan 2025

https://github.com/shibing624/pysenti

Chinese Sentiment Classification Tool. 情感极性分类，基于知网、清华、BosonNLP情感词典，易扩展，基准方法，开箱即用。

nlp sentiment-classification

Last synced: 19 Dec 2024

https://github.com/kevinschaich/billboard

🎤 Lyrics/associated NLP data for Billboard's Top 100, 1950-2015.

billboard billboard-charts billboard100 billboards-hot-100 d3 d3-visualization d3js data-visualization data-visualization-project html javascript lyrics nlp nlp-parsing nltk nltk-python sentiment sentiment-analysis sentiment-classification visualization

Last synced: 31 Oct 2024

https://github.com/stephanakkerman/fintwit-bot

FinTwit-Bot is a Discord bot designed to track and analyze financial markets by pulling data from platforms like Twitter, Reddit, and Binance. It features customizable tools for sentiment analysis, market trends, and portfolio tracking to help traders stay informed and make data-driven decisions.

binance ccxt coingecko crypto cryptocurrency cryptocurrency-prices discord discord-bot financial-analysis forex nft options reddit sentiment-analysis sentiment-classification stocks stocktwits tradingview twitter twitter-sentiment-analysis

Last synced: 31 Dec 2024

https://github.com/lihanghang/deep-learning-and-paper

【仅作为交流学习使用】机器智能--相关书目及经典论文包括AutoML、情感分类、语音识别、声纹识别、语音合成实验代码等

ai automl book deep-learning meachinelearning papers sentiment-classification speaker-verification speech-recognition speech-to-text

Last synced: 13 Nov 2024

https://github.com/motazsaad/arabic-sentiment-analysis

Sentiment Analysis in Arabic tweets

arabic-nlp sentiment-analysis sentiment-classification tweets

Last synced: 14 Nov 2024

https://github.com/ruanchaves/hashformers

Hashformers is a framework for hashtag segmentation with Transformers and Large Language Models (LLMs).

bert deep-learning hashtag-segmentor large-language-models llms natural-language-processing nlp paper segmentation sentiment-analysis sentiment-classification sentiment-polarity transformer transformers transformers-gpt2 tweet-analysis tweets-classification twitter twitter-sentiment-analysis word-segmentation

Last synced: 02 Jan 2025

https://github.com/suicao/pytorch-audio-emotion-recognition

1st Place Public Leaderboard Solution for ERC2019

audio cnn pytorch sentiment-classification

Last synced: 16 Nov 2024

https://github.com/doragd/text-classification-pytorch

Implementation of papers for text classification task on SST-1/SST-2

bilstm-attention nlp sentiment-classification text-classification textcnn

Last synced: 02 Jan 2025

https://github.com/winkjs/wink-sentiment

Accurate and fast sentiment scoring of phrases with #hashtags, emoticons :) & emojis 🎉

emoji emoticons hashtag nlp sentiment sentiment-analysis sentiment-classification sentiment-scores wink

Last synced: 20 Dec 2024

https://github.com/andi611/mockingjay-speech-representation

Official Implementation of Mockingjay in Pytorch

apc feature-extraction mockingjay phone-classification phoneme-prediction pytorch pytorch-implementation representation-learning sentiment-classification speaker-classification speaker-recognition speech speech-representation

Last synced: 07 Nov 2024

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: 12 Nov 2024

https://github.com/andi611/Mockingjay-Speech-Representation

Official Implementation of Mockingjay in Pytorch

apc feature-extraction mockingjay phone-classification phoneme-prediction pytorch pytorch-implementation representation-learning sentiment-classification speaker-classification speaker-recognition speech speech-representation

Last synced: 27 Nov 2024

https://github.com/collab-uniba/senti4sd

An emotion-polarity classifier specifically trained on developers' communication channels

emotion polarity sentiment sentiment-analyser sentiment-analysis sentiment-classification sentiment-classifier sentiment-polarity

Last synced: 11 Nov 2024

https://github.com/sukrutrao/Fast-Dawid-Skene

Code for the algorithms in the paper: Vaibhav B Sinha, Sukrut Rao, Vineeth N Balasubramanian. Fast Dawid-Skene: A Fast Vote Aggregation Scheme for Sentiment Classification. KDD WISDOM 2018

crowdsourced-aggregation crowdsourcing expectation-maximization python sentiment-classification

Last synced: 30 Oct 2024

https://github.com/microsoft/augmented-interpretable-models

Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.

ai artificial-intelligence deep-learning distillation embedding explainability huggingface interpretability language-model large-language-models linear linear-models logistic-regression machine-learning ml neural-network scikit-learn sentiment-classification transformer transparent

Last synced: 07 Oct 2024

https://github.com/windqaq/ml2017

NTUEE Machine Learning, 2017 Spring

dimensionality-reduction gradient-boosting-machine kaggle-competition linear-regression logistic-regression machine-learning multi-label-classification ntu recommendation-system sentiment-classification svd svdplusplus

Last synced: 28 Oct 2024

https://github.com/0x0be/scrapeadvisor

A user-friendly python-based GUI which provides sentiment analysis of users' reviews toward a specific TripAdvisor facility

data-mining data-science python3 r scraping sentiment-analysis sentiment-classification text-mining tripadvisor tripadvisor-scraper web-scraping

Last synced: 04 Nov 2024

https://github.com/MilaNLProc/feel-it

Sentiment analysis and emotion classification for Italian using BERT (fine-tuning). Published at the WASSA workshop (EACL2021).

emotion emotion-detection emotion-recognition italian sentiment-analysis sentiment-classification

Last synced: 01 Nov 2024

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: 14 Nov 2024

https://github.com/climbsrocks/empythy

Automated NLP sentiment predictions- batteries included, or use your own data

automated-machine-learning batteries-included machine-learning machinelearning nlp nlp-library nlp-machine-learning nlp-sentiment-classifier sentiment sentiment-classification sentiment-classifier sentiment-predictions

Last synced: 23 Oct 2024

https://badripatro.github.io/Question-Paraphrases/

adversarial-machine-learning adversarial-networks answers coling2018 deep-neural-networks paraphrase-generation paraphrase-identification question-answering questions-generation sentiment-analysis sentiment-classification sentiment-scores vqa vqg

Last synced: 18 Nov 2024

https://github.com/inphyt/imdb_sentiment_analysis_bert

BERT Sentiment Classification on the IMDb Large Movie Review Dataset.

bert bert-model data-mining data-mining-algorithms data-mining-python data-science machine-learning machine-learning-algorithms natural-language-processing nlp nlp-machine-learning scikit-learn sentiment-analysis sentiment-classification spacy spacy-models spacy-nlp

Last synced: 12 Nov 2024

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/mohd-faizy/06p_sentiment-analysis-with-deep-learning-using-bert

Finetuning BERT in PyTorch for sentiment analysis.

attention-mechanism bert-embeddings bert-model bert-models encoder gpt natural-language-processing pytorch sentiment-classification transformer-architecture transformer-models transformers

Last synced: 11 Oct 2024

https://github.com/shunk031/huggingface-datasets_jglue

JGLUE: Japanese General Language Understanding Evaluation for huggingface datasets

commonsense-question-answering datasets glue huggingface huggingface-datasets jglue machine-reading-comprehension question-answering sentence-similarity sentiment-classification squad

Last synced: 12 Nov 2024

https://github.com/dinopuguh/gosentiwordnet

💬 Sentiment analyzer library using SentiWordnet in Go

go golang sentiment sentiment-analysis sentiment-analyzer sentiment-classification sentiwordnet

Last synced: 26 Oct 2024

https://github.com/levitation-opensource/manipulative-expression-recognition

MER is a software that identifies and highlights manipulative communication in text from human conversations and AI-generated responses. MER benchmarks language models for manipulative expressions, fostering development of transparency and safety in AI. It also supports manipulation victims by detecting manipulative patterns in human communication.

benchmarking conversation-analysis conversation-analytics expression-recognition fraud-detection fraud-prevention human-computer-interaction human-robot-interaction llm llm-security llm-test llm-training manipulation misinformation prompt-engineering prompt-injection psychometrics sentiment-analysis sentiment-classification transparency

Last synced: 22 Nov 2024

https://github.com/anthonymrios/sentiment-classification-example

IPython Notebook for Sentiment Classification

ipython-notebook machine-learning nlp python sentiment-classification twitter

Last synced: 11 Oct 2024

https://github.com/shunk031/huggingface-datasets_JGLUE

JGLUE: Japanese General Language Understanding Evaluation for huggingface datasets

commonsense-question-answering datasets glue huggingface huggingface-datasets jglue machine-reading-comprehension question-answering sentence-similarity sentiment-classification squad

Last synced: 11 Nov 2024

https://github.com/neurotech-hq/swahili-sentiment-analysis-dataset

Dataset for training Sentiment analysis models

dataset-sentiment-analysis sentiment-analysis sentiment-classification sentiment-classifier swahili-sentiment-analysis swahili-sentiment-data

Last synced: 31 Dec 2024

https://github.com/luluw8071/text-sentiment-analysis

Fine-Tuning Distil BERT and LSTM for Comparative Analysis

bert bert-fine-tuning lstm-neural-networks nlp pytorch sentiment-classification text-classification

Last synced: 12 Nov 2024

https://github.com/rizwansoaib/WhatsApp-Sentiment-Analysis

Sentiment Analysis on Whatsapp Chat

machine-learning naive-bayes-classifier sentiment-analysis sentiment-classification sentiment-classifier whatsapp whatsapp-analysis whatsapp-chat whatsapp-statistics

Last synced: 24 Oct 2024

https://github.com/rizwansoaib/whatsapp-sentiment-analysis

Sentiment Analysis on Whatsapp Chat

machine-learning naive-bayes-classifier sentiment-analysis sentiment-classification sentiment-classifier whatsapp whatsapp-analysis whatsapp-chat whatsapp-statistics

Last synced: 24 Oct 2024

https://github.com/x4nth055/sentiment_analysis_naive_bayes

Implementing Naive Bayes Machine Learning algorithm to predict sentiment from reviews.

naive-bayes-classifier naive-bayes-text-classification python sentiment-analysis sentiment-classification

Last synced: 28 Oct 2024

https://github.com/aditeyabaral/lok-sabha-election-twitter-analysis

Twitter Feeds were analysed during the Lok Sabha Elections 2019 to guage the overall popularities of each party and predict the winner based solely on the tweets made by the population. This was made as a part of our Data Science course (UE18CS203) at PES University.

data-analysis data-science data-visualization elections loksabha nlp prediction probabilistic-graphical-models probability python python3 sentiment-analysis sentiment-classification sentiment-polarity sentiment-scores social-media socialmediaanalytics statistical-analysis statistical-models twitter

Last synced: 16 Nov 2024

https://github.com/fummicc1/viary

voicy diary application with sentiment analysis

diary-app ios oss-apps sentiment-classification swift

Last synced: 02 Oct 2024

https://github.com/nicolay-r/tone-classifier

Application of SVM classifier and NN classifiers for sentiment classification of Russian Twitter messages

keras lexicon lstm rnn sentiment-classification sentirueval svm-model theano

Last synced: 19 Dec 2024

https://github.com/wazzabeee/twitter-sentiment-analysis-pyspark

Comparative study of classification algorithms implemented in PySpark on the Sentiment 140 dataset.

apache-spark data data-science gcp google-cloud logistic-regression naive-bayes-classifier natural-language-processing nlp nlp-machine-learning pyspark python python3 sentiment-analysis sentiment-classification sentiment140-dataset sentimental-analysis spark tweet twitter

Last synced: 13 Nov 2024

https://github.com/tomalexsmith/bitcoin-sentiment-analysis

Contains code used for my undergraduate dissertation research project centred around sentiment analysis of the Bitcoin cryptocurrency

keras-tensorflow nltk-python pandas-python python scikitlearn-machine-learning sentiment-analysis sentiment-classification

Last synced: 29 Dec 2024

https://github.com/deepmancer/roberta-adapter-fine-tuning

Fine-tuning a RoBERTa model for sentiment analysis on the IMDB movie reviews dataset using the Adapter method and PyTorch Transformers

adapter-finetuning bert huggingface imdb-dataset llm pytorch roberta roberta-model sentiment-analysis sentiment-classification transformers

Last synced: 02 Nov 2024

https://github.com/tikquuss/imbd

Sentiment analysis on IMBD Large Movie Review Dataset

bert cnn gru imbd lstm rnn sentiment-analysis sentiment-classification

Last synced: 17 Nov 2024

https://github.com/winkjs/sentimental

This repo has moved to

nlp sentiment sentiment-analysis sentiment-classification

Last synced: 03 Jan 2025

https://github.com/nishantshah977/sentimo

A simple sentiment detector open-source module for node.js

ai javascript ml npm open-source sentiment sentiment-analysis sentiment-classification sentiment-polarity sentiment-scores

Last synced: 03 Jan 2025

https://github.com/metalcorebear/spacy-affect-model

A Spacy model for measuring emotional affect.

affect affect-analysis model nltk-python nrclex sentiment-analysis sentiment-classification spacy spacy-nlp vader-sentiment-analysis

Last synced: 26 Dec 2024

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

😄😐😠 情感分析（使用 emoji 可视化）

emoji sentiment-analysis sentiment-classification

Last synced: 18 Nov 2024

https://github.com/draperunner/fjlc

A Python port of the Fredriksen–Jahren Lexicon Classifier

idi ntnu sentiment sentiment-analysis sentiment-classification twitter twitter-sentiment-analysis

Last synced: 02 Jan 2025

https://github.com/carloocchiena/python_seo_automation_pack

Package of Python script useful to automate Search Engine Optimization

googleanalytics keyword-detection keyword-lists python python3 search-console sentiment-analysis sentiment-classification seo seo-python

Last synced: 28 Nov 2024

https://github.com/protechz/restaurant-reviews

Let's you post your review about a fictional restaurant 😋🍽️

expressjs fastapi nlp nltk nodejs react restaurant-website review-website sentiment-classification tailwindcss typescript

Last synced: 11 Oct 2024

https://github.com/justsecret123/twitter-sentiment-analysis

A sentiment analysis model trained with Kaggle GPU on 1.6M examples, used to make inferences on 220k tweets about Messi and draw insights from their results.

classification data-analysis data-science deep-learning deep-neural-networks docker glove-embeddings kaggle lstm lstm-neural-networks machine-learning natural-language-processing nlp python rnn scikit-learn sentiment-analysis sentiment-classification tensorflow word-embeddings

Last synced: 05 Nov 2024

https://github.com/tarunsingh2002/youtube-comments-sentiment-analysis

This project leverages deep learning transformers to classify YouTube comments into six distinct emotions.

comments data-science deep-learning flask googletrans html-css-javascript huggingface-tokenizers huggingface-transformers huggingfacespace keras-tensorflow machine-learning nlp pycld3 sentiment-analysis sentiment-classification tensorflow tflite-models transformer youtube

Last synced: 20 Dec 2024

https://github.com/firojalam/llamalens

This repository contains the resources, code, and documentation for LlamaLens, a specialized multilingual large language model (LLM) designed to analyze news and social media content effectively. LlamaLens supports multiple languages, including Arabic, English, and Hindi, and is tailored for diverse tasks such as sentiment analysis, misinformation.

arabic downstream-tasks emotion-detection english hindi llm llm-inference llm-training newsmedia sentiment-classification social-media

Last synced: 28 Dec 2024

https://github.com/raghavtwenty/pyspark-realtime-streaming-sentiment-analysis

⏱ Real-Time Sentiment Analysis using PySpark and simulation of Twitter/X API using FastAPI

apache-spark big-data-analytics bigdata deep-learning fastapi opensource projects pyspark python python-advanced raghavtwenty realtime realtime-analytics realtime-streaming sentiment-analysis sentiment-classification spark-streaming streaming text-classification textblob

Last synced: 12 Oct 2024

https://github.com/kupolak/afinn

Sentiment analysis in Elixir.

afinn english sentiment sentiment-analysis sentiment-classification sentimental-analysis text-classification text-mining

Last synced: 29 Oct 2024

https://github.com/sukanyabag/alexa-reviews-sentiment-analysis

This repository's notebook provides the insight of customer reviews on Amazon's kid Alexa, by data visualization, sentiment analysis and classification using NLP techniques.

dataanalysis datavisualization kaggle-dataset natural-language-processing sentiment-analysis sentiment-classification

Last synced: 10 Nov 2024

https://github.com/ianbrayoni/amazon-reviews-analysis

Web application for sentiment analysis on e-commerce electronic product reviews from Amazon using supervised machine learning.

natural-language-processing python scrapy sentiment-analysis sentiment-classification

Last synced: 12 Nov 2024

https://github.com/jbris/sentiment_analysis_examples

Several examples of sentiment analysis algorithms for textual data.

convolutional-neural-network docker logistic-regression machine-learning machine-learning-algorithms multilayer-perceptron multilayer-perceptron-network naive-bayes-algorithm naive-bayes-classifier natural-language-processing nltk python r rstudio sentiment-analysis sentiment-classification statistics support-vector-machine svm tidyverse

Last synced: 13 Nov 2024

https://github.com/elijas/movie-review-sentiment-polarity-classifier

Training a classifier to differentiate between positive and negative movie review sentences in the "sentence polarity dataset v1.0"

ipynb ipynb-jupyter-notebook ipynb-notebook jupyter jupyter-notebook machine-learning machinelearning machinelearning-python ml model movie-reviews reviews sentiment-analysis sentiment-classification sentiment-classifier sentiment-polarity sklearn sklearn-classify sklearn-vectorizer text-classification

Last synced: 13 Nov 2024

https://github.com/lyuchenyang/personalized-sentiment-analysis

Code for Findings of ACL 2023 paper "Exploiting Rich Textual User-Product Context for Improving Personalized Sentiment Analysis"

deep-learning machine-learning natural-language-processing natural-language-understanding sentiment-analysis sentiment-classification

Last synced: 21 Nov 2024

https://github.com/nikhilt1998/hackerearth-deep-learning-challenge

Detect emotions of your favorite toons (Hackerearth DL challenge)

challenge competitions deep-learning detect-emotions image-processing sentiment-classification video-processing

Last synced: 02 Dec 2024

https://github.com/tsffarias/sentimentanalysis

Simple sentiment analysis app using NLTK for the Portuguese language

nltk python3 sentiment-analysis sentiment-classification

Last synced: 22 Dec 2024

https://github.com/arsalan0c/mailsense

A program to label emails with their sentiment as soon as they arrive in your inbox

email sentiment-classification

Last synced: 12 Dec 2024

https://github.com/md-emon-hasan/ml-project-bangali-comments-sentiment-analysis

💬 Classify Bengali comments as positive or negative. It provides valuable insights for social media and socity to improve satisfaction based on sentiment analysis.

ai bengali bengali-nlp data-science machine-learning nlp sentiment-analysis sentiment-classification text-analysis text-classification

Last synced: 30 Nov 2024

https://github.com/shashwath94/sentence-classification-with-cnn

A Chainer implementation of a Convolutional Network model for sentence classification in movie reviews dataset.

chainer cnn-classification convolutional-neural-networks deep-learning python3 sentiment-classification

Last synced: 03 Jan 2025

https://github.com/moindalvs/text_mining_nlp

Natural Language Processing

bag-of-words classifier data-science fake-news lemmatization nlp pipeline sentiment-analysis sentiment-classification spacy spacy-pipeline stemming text-classification text-mining tfidf tokenization vectorizer

Last synced: 17 Nov 2024

https://github.com/tharuneshwar-369/movie-verse

Movie Verse is a ReactJS web app for movie search, details, reviews, and recommendations. It uses the TMDB API for movie data, incorporates sentiment analysis for reviews, and offers personalized suggestions. The app is hosted on Firebase Hosting and integrates with GitHub Actions for deployment.

flask-api github-actions machine-learning python python-flask-api reactjs sentiment-analysis sentiment-classification tailwindcss tmdb-api

Last synced: 14 Dec 2024

https://github.com/shankytiwari/nlp-sentiment-analysis-in-python

Creating a sentiment analysis machine learning model in python

nlp nlp-machine-learning sentiment-analysis sentiment-classification sentiment-classifier

Last synced: 24 Nov 2024

https://github.com/prince-dsd/arbiter

Arbiter is a webapp designed with the help of sentiment analysis to predict ratings of movies through assessment of reviews provided by users.

flask flask-application flask-backend flask-login flask-server flask-sqlchemy flask-web jinja2 jinja2-templates nlp python3 sentiment-analysis sentiment-classification sqlite-database sqlite3-database tmdb-api

Last synced: 01 Jan 2025

https://github.com/nature1995/angry-duckhacks

A speech sentiment text recorder for improve communication by Flask, GCP, Javascript

flask gcp sentiment-classification server speech-to-text

Last synced: 19 Dec 2024

https://github.com/rosette-api-community/chrome-ext-sentiment

Google Chrome extension analyzing the sentiment of twitter and facebook posts using the Rosette API.

chrome-extension entity-extraction facebook machine-learning natural-language-processing nlp sentiment sentiment-analysis sentiment-analysis-extension sentiment-classification twitter

Last synced: 12 Nov 2024

https://github.com/soumyagautam/sentiment-speech-classification

This api provides various functions which helps users to transcribe the audio and check the sentiment of each line of the transcription. This api uses Assembly AI at the backend.

api sentiment sentiment-analysis sentiment-classification speech speech-recognition transcribe

Last synced: 30 Dec 2024

https://github.com/dizys/movie-review-sentiment-classification

Building a sentiment classifier that takes movie review text and output rating from 1 to 10 using Word2Vec, bidirectional LSTM, AWD LSTM and more.

fastai jupyter-notebook pytorch sentiment-classification

Last synced: 27 Dec 2024

https://github.com/cjrh/empatico

Emotion detection microservice based on natural language inference

emotion-detection mnli natural-language-inference natural-language-processing sentiment-analysis sentiment-classification

Last synced: 25 Nov 2024

https://github.com/kdcllc/Bet.Extensions

A collection of projects that provides with K8s support for DotNetCore projects.

azure-storage docker dotnet-core dotnetcore healthcheck healthchecks kdcllc kubernetes letsencrypt machine-learning mlnet sentiment-classification sentiment-prediction-models spam-classification

Last synced: 09 Nov 2024

https://github.com/frankiecancino/yelp_nlp

keyword-extraction nlp python sentiment-classification yelp

Last synced: 12 Dec 2024

https://github.com/nano-bot01/sentiment-analysis-web-app

sentiment analyser using nltk

github machine-learning nltk open-source pickle pipeline sentiment sentiment-analysis sentiment-classification sentiment-polarity sentimental-analysis streamlit webapp

Last synced: 18 Nov 2024

https://github.com/khaledashrafh/chatgpt-sentiment-analysis

This project aims to perform sentiment analysis on tweets related to ChatGPT, a popular language model developed by OpenAI. The dataset used for training and testing consists of 219,293 tweets collected over a month. Each tweet is classified as positive ("good"), negative ("bad"), or ("neutral").

bidirectional-lstm chat-gpt chat-gpt-3 chatgpt cnn cnn-classification cnn-model data-preprocessing glove glove-embeddings lstm lstm-model lstm-neural-networks natural-language-processing nlp openai sentiment-analysis sentiment-classification trials word-embading

Last synced: 07 Dec 2024

https://github.com/kdcllc/bet.extensions

A collection of projects that provides with K8s support for DotNetCore projects.

azure-storage docker dotnet-core dotnetcore healthcheck healthchecks kdcllc kubernetes letsencrypt machine-learning mlnet sentiment-classification sentiment-prediction-models spam-classification

Last synced: 03 Jan 2025

https://github.com/izam-mohammed/mood-reader

An End-to-End production ready application for predicting the the sentiment of a sentence. 📝 It covers collecting data, processing it, and training a model to understand sentiments and deployment 🚀

data-science flask ml sentiment-analysis sentiment-classification

Last synced: 11 Nov 2024

https://github.com/pvlbzn/deep-sentiment

Sentiment analysis (binary classification) of IMDB reviews using deep learning

deep-learning keras sentiment-classification tensorflow

Last synced: 12 Nov 2024

https://github.com/izhx/weibo-analysis

Weibo topic modeling and sentiment analysis.

gensim-topic-modeling sentiment-analysis sentiment-classification topic-modeling weibo

Last synced: 12 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