Text summarization with tensorflowImplementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.
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TextSummareimplementing Neural Summarization by Extracting Sentences and Words
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EmbeddingEmbedding模型代码和学习笔记总结
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Pytorch Seq2seqTutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
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Speech recognition with tensorflowImplementation of a seq2seq model for Speech Recognition using the latest version of TensorFlow. Architecture similar to Listen, Attend and Spell.
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SockeyeSequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
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Transformer Temporal TaggerCode and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging
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Screenshot To CodeA neural network that transforms a design mock-up into a static website.
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Encoder decoderFour styles of encoder decoder model by Python, Theano, Keras and Seq2Seq
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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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Deep News SummarizationNews summarization using sequence to sequence model with attention in TensorFlow.
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NeuralCodeTranslatorNeural Code Translator provides instructions, datasets, and a deep learning infrastructure (based on seq2seq) that aims at learning code transformations
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Tf Seq2seqSequence to sequence learning using TensorFlow.
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Bert seq2seqpytorch实现bert做seq2seq任务,使用unilm方案,现在也可以做自动摘要,文本分类,情感分析,NER,词性标注等任务,支持GPT2进行文章续写。
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Tf tutorial plusTutorials for TensorFlow APIs the official documentation doesn't cover
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Trade DstSource code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743
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Multi Scale AttentionCode for our paper "Multi-scale Guided Attention for Medical Image Segmentation"
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Rnn For Joint NluTensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
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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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Time Series PredictionA collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter
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Seq2seq chatbot linksLinks to the implementations of neural conversational models for different frameworks
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DeepqaMy tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
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MultiwozSource code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)
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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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JoeynmtMinimalist NMT for educational purposes
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KomputationKomputation is a neural network framework for the Java Virtual Machine written in Kotlin and CUDA C.
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SumevalWell tested & Multi-language evaluation framework for text summarization.
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NeuralmonkeyAn open-source tool for sequence learning in NLP built on TensorFlow.
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Quick NlpPytorch NLP library based on FastAI
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Stock Prediction ModelsGathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
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Neural spEnd-to-end ASR/LM implementation with PyTorch
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Im2latexImage to LaTeX (Seq2seq + Attention with Beam Search) - Tensorflow
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TextboxTextBox is an open-source library for building text generation system.
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Seq2seq.pytorchSequence-to-Sequence learning using PyTorch
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Neural Combinatorial Rl PytorchPyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940
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TextRank-nodeNo description or website provided.
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cnn-surrogateBayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification
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Nlp TutorialsSimple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
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Nl2bashGenerating bash command from natural language https://arxiv.org/abs/1802.08979
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2D-LSTM-Seq2SeqPyTorch implementation of a 2D-LSTM Seq2Seq Model for NMT.
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TaLKConvolutionsOfficial PyTorch implementation of Time-aware Large Kernel (TaLK) Convolutions (ICML 2020)
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Seq2seq Chatbot For KerasThis repository contains a new generative model of chatbot based on seq2seq modeling.
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Seq2seqchatbotsA wrapper around tensor2tensor to flexibly train, interact, and generate data for neural chatbots.
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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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DeepchatmodelsConversation models in TensorFlow. (website removed)
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laikaExperiments with satellite image data
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Macropodus自然语言处理工具Macropodus,基于Albert+BiLSTM+CRF深度学习网络架构,中文分词,词性标注,命名实体识别,新词发现,关键词,文本摘要,文本相似度,科学计算器,中文数字阿拉伯数字(罗马数字)转换,中文繁简转换,拼音转换。tookit(tool) of NLP,CWS(chinese word segnment),POS(Part-Of-Speech Tagging),NER(name entity recognition),Find(new words discovery),Keyword(keyword extraction),Summarize(text summarization),Sim(text similarity),Calculate(scientific calculator),Chi2num(chinese number to arabic number)
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