Top 297 sentiment-analysis open source projects

Datasets, tools and more from Darwinex Labs - Prop Investing Arm & Quant Team @ Darwinex

Real-time sentiment analysis in Python using twitter's streaming api

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Natural Language Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

Pragmatic & Practical Bayesian Sentiment Classifier

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

AFINN-based sentiment analysis for Node.js.

Text Classification by Convolutional Neural Network in Keras

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

Interpretable data visualizations for understanding how texts differ at the word level

中文ULMFiT 情感分析 文本分类

中文自然语言处理工具集【断句/分词/词性标注/组块/句法分析/语义分析/NER/N元语法/HMM/代词消解/情感分析/拼写检查】

Sentiment analysis library for russian language

Aspect Based Sentiment Analysis using End-to-End Memory Networks

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

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

Q-Learning Based Cryptocurrency Trader and Portfolio Optimizer for the Poloniex Exchange

Attention-based multimodal fusion for sentiment analysis

借助Python抓取微博数据，并对抓取的数据进行情绪分析

State of the Art Natural Language Processing

Natural Language Processing (NLP) library for Crystal

NLP Tensorflow Tutorials

Sentiment Classification using Word Sense Disambiguation

Sentiment analysis with Machine Learning

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

A Curated List of Dataset and Usable Library Resources for NLP in Bahasa Indonesia

Sentiment analysis on Amazon Review Dataset available at http://snap.stanford.edu/data/web-Amazon.html

Character-level Convolutional Neural Networks for text classification in PyTorch

data resource untuk NLP bahasa indonesia

R client for the Google Translation API, Google Cloud Natural Language API and Google Cloud Speech API

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

An overview of the AI-as-a-service landscape

🌍 The R&D of a sentiment analysis module, and the implementation of it on real-time social media data, to generate a series of live visual representations of sentiment towards a specific topic or by location in order to find trends.

股市情感分析

Sentiment analysis and visualization of real-time tweets using R

Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

Content-Based Recommender System recommends movies similar to the movie user likes and analyses the sentiments on the reviews given by the user for that movie.

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

搜索所有中文NLP数据集，附常用英文NLP数据集

Keras Implementation of Aspect based Sentiment Analysis

A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

ConText v4: Neural networks for text categorization

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

Aspect-Based Sentiment Analysis Experiments

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

Papers and Book to look at when starting NLP 📚

Search for tweets and download the data labeled with its polarity in CSV format

📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢

🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。

😃 iOS11 demo application for sentiment polarity analysis.

Chinese Sentiment Analysis 中文文本情感分析

A pythonic wrapper for Stanford CoreNLP.

This program finds the most mentioned ticker on r/wallstreetbets and uses Vader SentimentIntensityAnalyzer to calculate the 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