336 Open source projects that are alternatives of or similar to Sentiment Analysis In Event Driven Stock Price Movement Prediction

A stock portfolio manager that provides neural net based short-term predictions for stocks and natural language processing based analysis on community sentiments.

Smart Algorithms to predict buying and selling of stocks on the basis of Mutual Funds Analysis, Stock Trends Analysis and Prediction, Portfolio Risk Factor, Stock and Finance Market News Sentiment Analysis and Selling profit ratio. Project developed as a part of NSE-FutureTech-Hackathon 2018, Mumbai. Team : Semicolon

Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

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 whether the price is going to rise or fall

Stocktwits market sentiment analysis in Python with Keras and TensorFlow.

Fine-grained Sentiment Analysis of User Reviews --- AI CHALLENGER 2018

A paper list for aspect based sentiment analysis.

Sentiment analysis made easy; built on top off solid libraries.

Kaggle Twitter Sentiment Analysis Competition

Resources for learning about Text Mining and Natural Language Processing

Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.

Measure the sentiment towards a word, name or sentence on social networks

Update Version of weibo_terminator, This is Workflow Version aim at Get Job Done!

Language sentiment analysis and neural networks... for trolls.

Word semantics Deep Learning with Vanilla Python, Keras, Theano, TensorFlow, PyTorch

Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.

Web app to predict closing stock prices in real time using Facebook's Prophet time series algorithm with a multi-variate, single-step time series forecasting strategy.

State-of-the-art natural language processing for Ruby

Machine Learning (EE 5184) in NTU

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

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

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

Sentiment Analyser: Sentiment Analysis of user feedback in Play Store to improve app quality!

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

AFINN sentiment analysis in Python

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

Content based movie recommendation system with sentiment analysis

基于在线民宿 UGC 数据的意见挖掘项目，包含数据挖掘和NLP 相关的处理，负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致，实时对在线民宿的满意度评测，包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口，可以进行自动化的批量查询 POI 信息的功能；构建了基于在线民宿语料的 LDA 自动主题聚类模型，利用主题中心词能找出对应的主题属性字典；以用户打分作为标注，然后 litNlp 自带的字符级 TextCNN 进行情感分析，将情感分类概率分布作为情感趋势，最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Regression, Scrapers, and Visualization

文本情感分析

Laravel wrapper for common NLP tasks

Dictionary based sentiment analysis that considers valence shifters

Hashformers is a framework for hashtag segmentation with transformers.

Repository with all what is necessary for sentiment analysis and related areas

Stock price trend prediction with news sentiment analysis using deep learning

Reading list for Awesome Sentiment Analysis papers

Simple sentiment analysis framework for R

MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation

The Engagement Meter calculates and shows engagement levels of an audience participating in a meeting

Portfolio optimization with deep learning.

A Python Bot for Scraping Conversations from Twitter

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

NRC Word-Emotion Association Lexicon

Dataset of Linus Torvalds' rants classified by negativity using sentiment analysis

Code for the paper "VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis", AAAI'19

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

sentiment-analysis

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

Social media (Weibo) comments analyzing toolbox in Chinese 微博评论分析工具, 实现功能: 1.微博评论数据爬取; 2.分词与关键词提取; 3.词云与词频统计; 4.情感分析; 5.主题聚类

A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097

LanguageCrunch NLP server docker image

LSTM RNN for sentiment-based stock prediction

This program uses Vader SentimentIntensityAnalyzer to calculate the news headline overall sentiment for a stock

📖 收集NLP领域相关的数据集、论文、开源实现，尤其是情感分析、情绪原因识别、评价对象和评价词抽取方面。

Stock Trading Bot using Deep Q-Learning

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[KBS] Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications