Dan Jurafsky Chris Manning NlpMy solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
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Bulbea🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling
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Stock PredictionSmart 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
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Learning Social Media Analytics With RThis repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt
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Rnn Text Classification TfTensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification
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Datastories Semeval2017 Task4Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
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BixinChinese Sentiment Analysis 中文文本情感分析
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AbsapapersWorth-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
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Rcnn Text ClassificationTensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)
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Pytreebank😡😇 Stanford Sentiment Treebank loader in Python
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CadmiumNatural Language Processing (NLP) library for Crystal
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Absa kerasKeras Implementation of Aspect based Sentiment Analysis
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Mem absaAspect Based Sentiment Analysis using End-to-End Memory Networks
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Aspect ExtractionAspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
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Hey JetsonDeep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.
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Labeled Tweet GeneratorSearch for tweets and download the data labeled with its polarity in CSV format
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ShifteratorInterpretable data visualizations for understanding how texts differ at the word level
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TextclfTextClf :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。
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Wallstreetbets Sentiment AnalysisThis program finds the most mentioned ticker on r/wallstreetbets and uses Vader SentimentIntensityAnalyzer to calculate the sentiment analysis.
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TiaYour Advanced Twitter stalking tool
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RSentiment analysis and visualization of real-time tweets using R
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Doc2vec📓 Long(er) text representation and classification using Doc2Vec embeddings
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Spark NlpState of the Art Natural Language Processing
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DostoevskySentiment analysis library for russian language
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Camel toolsA suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.
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ContextConText v4: Neural networks for text categorization
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SentimentalizerSentiment analysis with Machine Learning
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SentimentanalysisSentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
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Nlp PapersPapers and Book to look at when starting NLP 📚
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Nlp bahasa resourcesA Curated List of Dataset and Usable Library Resources for NLP in Bahasa Indonesia
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Sa Papers📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢
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SentimentAFINN-based sentiment analysis for Node.js.
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Fine Grained SentimentA comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.
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Sentimentcoremldemo😃 iOS11 demo application for sentiment polarity analysis.
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Crypto traderQ-Learning Based Cryptocurrency Trader and Portfolio Optimizer for the Poloniex Exchange
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PynlpA pythonic wrapper for Stanford CoreNLP.
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GooglelanguagerR client for the Google Translation API, Google Cloud Natural Language API and Google Cloud Speech API
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Stock Market Prediction Web App Using Machine Learning And Sentiment AnalysisStock 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
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Onnxt5Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.
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Twitter Sentiment AnalysisThis script can tell you the sentiments of people regarding to any events happening in the world by analyzing tweets related to that event
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Twitter Sentiment Visualisation🌍 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.
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TutorialsAI-related tutorials. Access any of them for free → https://towardsai.net/editorial
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Nlp4han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】
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