Data Science HacksData Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.
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ACVR2017An Innovative Salient Object Detection Using Center-Dark Channel Prior
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NLPrep🍳 NLPrep - dataset tool for many natural language processing task
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recurrent-defocus-deblurring-synth-dual-pixelReference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthesis approach mimics the optical image formation found on DP sensors and can be applied to virtual scenes rendered with standard computer software. Lev…
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RealsrToward Real-World Single Image Super-Resolution: A New Benchmark and A New Model (ICCV 2019)
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dbcollectionA collection of popular datasets for deep learning.
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icedataIceData: Datasets Hub for the *IceVision* Framework
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vista-netCode for the paper "VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis", AAAI'19
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Bert For Rrc Absacode for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"
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hashformersHashformers is a framework for hashtag segmentation with transformers.
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Covid19canadaEpidemiological Data from the COVID-19 Epidemic in Canada
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FinBERTA Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097
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sentimentalSentiment analysis made easy; built on top off solid libraries.
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stock-news-sentiment-analysisThis program uses Vader SentimentIntensityAnalyzer to calculate the news headline overall sentiment for a stock
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LanguagecrunchLanguageCrunch NLP server docker image
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Sentic-GCN[KBS] Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks
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Open-korean-corporaOpen Korean NLP Dataset Curation for the Users All Around the Globe
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StocksentA Python library for sentiment analysis of various tickers from the latest news by trusted sources, and tools to plot results. 📈📊📰
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Datagear数据可视化分析平台,使用Java语言开发,采用浏览器/服务器架构,支持SQL、CSV、Excel、HTTP接口、JSON等多种数据源
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bert sabert sentiment analysis tensorflow serving with RESTful API
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OTT-QACode and Data for ICLR2021 Paper "Open Question Answering over Tables and Text"
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lorcaNatural Language Processing for Spanish in Node.js. Stemmer, sentiment analysis, readability, tf-idf with batteries, concordance and more!
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NewsMTSCTarget-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.
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BugZooKeep your bugs contained. A platform for studying historical software bugs.
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DialogueCRNSource code for ACL-IJCNLP 2021 paper "DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations"
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HubDataset format for AI. Build, manage, & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai
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LinLP使用Python进行自然语言处理相关实践,如新词发现,主题模型,隐马尔模型词性标注,Word2Vec,情感分析
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restaurant-finder-featureReviewsBuild a Flask web application to help users retrieve key restaurant information and feature-based reviews (generated by applying market-basket model – Apriori algorithm and NLP on user reviews).
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stocktwits-sentimentStocktwits market sentiment analysis in Python with Keras and TensorFlow.
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HJDatasetA Large Dataset of Historical Japanese Documents with Complex Layouts
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NTUA-slp-nlp💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA
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Customer satisfaction 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。
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XEDXED multilingual emotion datasets
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MaskedFaceRepresentationMasked face recognition focuses on identifying people using their facial features while they are wearing masks. We introduce benchmarks on face verification based on masked face images for the development of COVID-safe protocols in airports.
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BertweetBERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
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ntua-slp-semeval2018Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.
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Dataset ApiThe ApolloScape Open Dataset for Autonomous Driving and its Application.
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Aspect-Based-Sentiment-AnalysisA python program that implements Aspect Based Sentiment Analysis classification system for SemEval 2016 Dataset.
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fawkes🚀🚀 Fetch, parse, categorize, summarize user reviews 🚀🚀
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Knowage ServerKnowage is the professional open source suite for modern business analytics over traditional sources and big data systems.
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soanSocial Analysis based on Whatsapp data
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Awesome MsrA curated repository of software engineering repository mining data sets
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ML2017FALLMachine Learning (EE 5184) in NTU
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BIRLBIRL: Benchmark on Image Registration methods with Landmark validations
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Audio-Classification-using-CNN-MLPMulti class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to identify sound of a bee, cricket or noise.
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Surface Defect Detection🐎📈 Constantly summarizing open source dataset and important critical papers in the field of surface defect research which are very important. 🐋
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