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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StocksightStock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis
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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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Machine Learning From ScratchSuccinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
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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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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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Absa kerasKeras Implementation of Aspect based Sentiment Analysis
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TiaYour Advanced Twitter stalking tool
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Omnicat BayesNaive Bayes text classification implementation as an OmniCat classifier strategy. (#ruby #naivebayes)
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Pytreebank😡😇 Stanford Sentiment Treebank loader in Python
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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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IanA TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"
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Chatbot cn基于金融-司法领域(兼有闲聊性质)的聊天机器人,其中的主要模块有信息抽取、NLU、NLG、知识图谱等,并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
Stars: ✭ 791 (+368.05%)
Getting Things Done With PytorchJupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
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Conv EmotionThis repo contains implementation of different architectures for emotion recognition in conversations.
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Aspect ExtractionAspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
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Deep Learning For HackersMachine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
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Orange3 Text🍊 📄 Text Mining add-on for Orange3
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SentibridgeSentiBridge: A Knowledge Base for Entity-Sentiment Representation
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Hey JetsonDeep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.
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Dialogue UnderstandingThis repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study
Stars: ✭ 77 (-54.44%)
Rnn Text Classification TfTensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification
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Weibo AnalystSocial 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
Stars: ✭ 430 (+154.44%)
SentaBaidu's open-source Sentiment Analysis System.
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Text mining resourcesResources for learning about Text Mining and Natural Language Processing
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Absa PytorchAspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。
Stars: ✭ 1,181 (+598.82%)
Labeled Tweet GeneratorSearch for tweets and download the data labeled with its polarity in CSV format
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Personality DetectionImplementation of a hierarchical CNN based model to detect Big Five personality traits
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SentimentrDictionary based sentiment analysis that considers valence shifters
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Deep Atrous Cnn SentimentDeep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications
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ReactionrnnPython module + R package to predict the reactions to a given text using a pretrained recurrent neural network.
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Bulbea🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling
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Cs291k🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models
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RamA TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"
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BertweetBERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
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Rcnn Text ClassificationTensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)
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SentimentalizerSentiment analysis with Machine Learning
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Nlp bahasa resourcesA Curated List of Dataset and Usable Library Resources for NLP in Bahasa Indonesia
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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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Sentimentcoremldemo😃 iOS11 demo application for sentiment polarity analysis.
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DoerThe implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
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