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DeepchatmodelsConversation models in TensorFlow. (website removed)
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NematusOpen-Source Neural Machine Translation in Tensorflow
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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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Hred Attention TensorflowAn extension on the Hierachical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion, our implementation is in Tensorflow and uses an attention mechanism.
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Quick NlpPytorch NLP library based on FastAI
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Practical seq2seqA simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly
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NmtpytorchSequence-to-Sequence Framework in PyTorch
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Seq2seqMinimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
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TextboxTextBox is an open-source library for building text generation system.
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English2cypherA model to transform english into Cypher queries, based off the CLEVR-graph dataset
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ChatlearnerA chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.
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2D-LSTM-Seq2SeqPyTorch implementation of a 2D-LSTM Seq2Seq Model for NMT.
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CakechatCakeChat: Emotional Generative Dialog System
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Seq2seq.pytorchSequence-to-Sequence learning using PyTorch
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torch-asgAuto Segmentation Criterion (ASG) implemented in pytorch
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Seq2seqchatbotsA wrapper around tensor2tensor to flexibly train, interact, and generate data for neural chatbots.
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EmbeddingEmbedding模型代码和学习笔记总结
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JoeynmtMinimalist NMT for educational purposes
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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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Im2latexPytorch implemention of Deep CNN Encoder + LSTM Decoder with Attention for Image to Latex
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Video-Cap🎬 Video Captioning: ICCV '15 paper implementation
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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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cnn-seq2seqNo description or website provided.
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dtsA Keras library for multi-step time-series forecasting.
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ttslearnttslearn: Library for Pythonで学ぶ音声合成 (Text-to-speech with Python)
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SleepeegnetSleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach
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deep-molecular-optimizationMolecular optimization by capturing chemist’s intuition using the Seq2Seq with attention and the Transformer
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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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transformerNeutron: A pytorch based implementation of Transformer and its variants.
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DeepcorrectText and Punctuation correction with Deep Learning
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lstm-mathNeural network that solves math equations on the character level
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Augmented seq2seqenhance seq2seq model for open ended dialog generation
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NeuralCitationNetworkNeural Citation Network for Context-Aware Citation Recommendation (SIGIR 2017)
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Nmt ListA list of Neural MT implementations
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BERT-NERUsing pre-trained BERT models for Chinese and English NER with 🤗Transformers
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fiction generatorFiction generator with Tensorflow. 模仿王小波的风格的小说生成器
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FontRNNImplementation of FontRNN [Computer Graphics Forum, 2019].
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Nuts自然语言处理常见任务(主要包括文本分类,序列标注,自动问答等)解决方案试验田
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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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deep-keyphraseseq2seq based keyphrase generation model sets, including copyrnn copycnn and copytransfomer
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