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52 search results found

Twitter Sentiment Analysis ⭐ 1,322

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

Stock Market Prediction Web App Using Machine Learning And Sentiment Analysis ⭐ 460

Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation

Socialsent ⭐ 171

Code and data for inducing domain-specific sentiment lexicons.

Datastories Semeval2017 Task4 ⭐ 171

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

Nlp Beginner Guide Keras ⭐ 149

NLP model implementations with keras for beginner

Real Time Stock Market Prediction Using Ensemble Dl And Rainbow Dqn ⭐ 125

Absa_keras ⭐ 103

Keras Implementation of Aspect based Sentiment Analysis

Analysing_twitter ⭐ 102

Stream Tweets and store them in a relational DB. Perform sentiment analysis and network interaction.

Keras_text_classification ⭐ 88

implement some fancy text classification models by using keras

Sohu Baseline ⭐ 60

搜狐校园算法大赛baseline

2017mlspring_hung Yi Lee ⭐ 48

Hung-Yi Lee ML 2017 Spring Homework

Convolutional Neural Networks with Recurrent Neural Filters

Sentiment Analysis Of Tweets In Russian ⭐ 46

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

Keras_attention ⭐ 40

🔖 An Attention Layer in Keras

Neural Networks ⭐ 34

All about Neural Networks!

Sentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.

Stocktwits Sentiment ⭐ 28

Stocktwits market sentiment analysis in Python with Keras and TensorFlow.

Neural Sentiment Analyzer For Modern Hebrew ⭐ 26

Neural Sentiment Analyzer for Modern Hebrew

Twitter Sentiment Analysis ⭐ 25

Sentiment Analysis on twitter using Keras / TensorFlow / GloVe

Keras Sentiment Analysis Web Api ⭐ 24

Web api built on flask for keras-based sentiment analysis using Word Embedding, RNN and CNN

Deepsentipers ⭐ 22

Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"

Sentiment Analysis Amazon Products Reviews ⭐ 20

NLP with NLTK for Sentiment analysis amazon Products Reviews

Sentiment Analysis With Python ⭐ 19

Lectures in Urban Data Science Lab, Seoul

Pl Sentiment Analysis ⭐ 19

Sentiment Analysis Nlp ⭐ 18

Sentiment Analysis applied to different datasets such as IMDB

Deeplearning ⭐ 17

deeplearning tour

Keras With Google Cloud Ml Engine ⭐ 16

Build A Chinese Movie Sentiment Classifier with Keras and Google Cloud ML Engine

Sentiment Spanish ⭐ 14

Cs 224u Project ⭐ 14

Recurrent versus Recursive Approaches Towards Compositionality in Semantic Vector Spaces.

Keras Lstm Sentiment Classification ⭐ 14

Using Deep Learning Neural Networks to classify reviews of movie dataset to Positive and Negative Sentiment

Sentiment Analysis Cnn ⭐ 13

Sentiment Analysis using Convolution Neural Networks(CNN) and Google News Word2Vec

Sentiment Analysis Twitter Word2vec Keras ⭐ 13

A tweet sentiment classifier using word2vec and Keras. This Keras model can be saved and used on other tweet data, like streaming data extracted through the tweepy API.

Stockpredictionwithsentiment ⭐ 12

This repository delineates the affect of social perception on the stock price of a company

Analyze Turkish Sentiment ⭐ 11

Sentiment Analysis on Turkish Texts using LSTM with Keras

Stock Market Prediction Using Sentiment Analysis ⭐ 10

stock market predictions using sentiment analysis, a deep learning project(data and news based on pakistani stock exchange and news(Dawn news))

Av Innoplexus Online Hiring Hackathon Sentiment Analysis ⭐ 10

Innoplexus Online Hiring Hackathon: Sentiment Analysis organised by Analytics Vidya

Twitter_sentiment_analysis_part9 ⭐ 10

Twitter sentiment analysis part 9: Neural Networks with Tfidf vectors using Keras

Ecommerce Reviews Analysis ⭐ 9

Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN)

This repository contains Sentiment Classification, Word Level Text Generation, Character Level Text Generation and other important codes/notes on NLP. Python and Keras are used for implementation.

Sentiment Analysis ⭐ 9

a module of sentiment analysis

Keras Implementation Of 1d Cnn For Sentence Classification ⭐ 8

This github repo uses keras 2.0 to create a 1D CNN for sentiment analysis from the IMDB dataset

Sentiment_predictor ⭐ 7

http://sentipred.heroku.com

Emotion From Tweet ⭐ 7

Source code for the article "From Sentiment Analysis to Emotion Recognition: A NLP story"

Sentimentstock ⭐ 7

Simple Stock Sentiment Analysis with news data in Keras

Keras Quick Startup ⭐ 7

IMDB Sentiment Analysis Using Keras. Just for experience.

Sentiment Classification Of Amazon Fine Food Reviews ⭐ 6

A deep learning model (Bidirectional LSTM) using pretrained word embeddings to do sentiment analysis on Amazon fine food reviews dataset.

Amazon Sentiment Keras Experiment ⭐ 6

Experimenting with sentiment classification of Amazon reviews using deep learning

Data Science Portfolio ⭐ 5

Portfolio of data science projects completed by me for self learning.Looking for job opportunity.

Imdb Sentiment Analysis ⭐ 5

Sentiment analysis on IMDb movie reviews

Sentiment Analysis With Word Embeddings ⭐ 5

A Sentiment Analysis model in keras to analyse toxic comments online . The Corpus is preprocessed using Glove Word Embeddings .

Sentiment_embeddings ⭐ 5

A scientific benchmark and comparison of the performance of sentiment analysis models in NLP on small to medium datasets

Stock Market Prediction Clustering ⭐ 5

Using Stock Market data and Multiple Clustering Algorithm to predict best approach

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