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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laikaExperiments with satellite image data
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DabData Augmentation by Backtranslation (DAB) ヽ( •_-)ᕗ
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Nlp base自然语言基础模型
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TextboxTextBox is an open-source library for building text generation system.
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Click2analyze AndroiddevchallengeAn app to analyze the text and fixing the anomaly of the message that deviates from what is standard, normal, or expected. #AndroidDevChallenge
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NLPnoteGitbook Address: https://app.gitbook.com/@nlpgroup/s/nlpnote/
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DeepchatmodelsConversation models in TensorFlow. (website removed)
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nlp newsletterNatural language processing (NLP) newsletter right on GitHub
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Multi Scale AttentionCode for our paper "Multi-scale Guided Attention for Medical Image Segmentation"
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Sdtm mapperAI SDTM mapping (R for ML, Python, TensorFlow for DL)
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Encoder decoderFour styles of encoder decoder model by Python, Theano, Keras and Seq2Seq
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FfmpegcommandFFmpegCommand适用于Android的FFmpeg命令库,实现了对音视频相关的处理,能够快速的处理音视频,大概功能包括:音视频剪切,音视频转码,音视频解码原始数据,音视频编码,视频转图片或gif,视频添加水印,多画面拼接,音频混音,视频亮度和对比度,音频淡入和淡出效果等
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sent2vecHow to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.
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Rasa UiRasa UI is a frontend for the Rasa Framework
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Natural-Language-ProcessingContains various architectures and novel paper implementations for Natural Language Processing tasks like Sequence Modelling and Neural Machine Translation.
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Text mining resourcesResources for learning about Text Mining and Natural Language Processing
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Contextualized Topic ModelsA python package to run contextualized topic modeling. CTMs combine BERT with topic models to get coherent topics. Also supports multilingual tasks. Cross-lingual Zero-shot model published at EACL 2021.
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Slot filling and intent detection of sluslot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet
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NerNamed Entity Recognition
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Ffmpegandroid最新版ffmpeg3.3-android,并通过CMake方式移植到Android中,并实现编解码,转码,推拉流,滤镜等各种功能
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Tika PythonTika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.
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Rxffmpeg🔥💥RxFFmpeg 是基于 ( FFmpeg 4.0 + X264 + mp3lame + fdk-aac + opencore-amr + openssl ) 编译的适用于 Android 平台的音视频编辑、视频剪辑的快速处理框架,包含以下功能:视频拼接,转码,压缩,裁剪,片头片尾,分离音视频,变速,添加静态贴纸和gif动态贴纸,添加字幕,添加滤镜,添加背景音乐,加速减速视频,倒放音视频,音频裁剪,变声,混音,图片合成视频,视频解码图片,抖音首页,视频播放器及支持 OpenSSL https 等主流特色功能
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BabyaiBabyAI platform. A testbed for training agents to understand and execute language commands.
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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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cnn-surrogateBayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification
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fairseq-tagginga Fairseq fork for sequence tagging/labeling tasks
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NeuralmonkeyAn open-source tool for sequence learning in NLP built on TensorFlow.
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nlp-qrmine🔦 Qualitative Research support tools in Python
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Deep Visual Attention PredictionKeras implementation of paper 'Deep Visual Attention Prediction' which predicts human eye fixation on view-free scenes.
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ai-visual-storytelling-seq2seqImplementation of seq2seq model for Visual Storytelling Challenge (VIST) http://visionandlanguage.net/VIST/index.html
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Tf Seq2seqSequence to sequence learning using TensorFlow.
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TalismaneNLP framework: sentence detector, tokeniser, pos-tagger and dependency parser
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sensimSentence Similarity Estimator (SenSim)
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DeeppavlovAn open source library for deep learning end-to-end dialog systems and chatbots.
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News push projectReal Time News Scraping and Recommendation System - React | Tensorflow | NLP | News Scrapers
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SockeyeSequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
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TapasEnd-to-end neural table-text understanding models.
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Lingua👄 The most accurate natural language detection library for Java and the JVM, suitable for long and short text alike
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