Deep Learning DrizzleDrench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
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Mtbook《机器翻译:基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
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ZhihuThis repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
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Opennmt TfNeural machine translation and sequence learning using TensorFlow
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Spark NlpState of the Art Natural Language Processing
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Texar PytorchIntegrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/
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Speech Emotion AnalyzerThe neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
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Nlp Pretrained ModelA collection of Natural language processing pre-trained models.
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Bert As ServiceMapping a variable-length sentence to a fixed-length vector using BERT model
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Deep Survey Text ClassificationThe project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.
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Comet A Neural Framework for MT Evaluation
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MtntCode for the collection and analysis of the MTNT dataset
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Nlp ProgressRepository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
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Neuronlp2Deep neural models for core NLP tasks (Pytorch version)
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String To Tree NmtSource code and data for the paper "Towards String-to-Tree Neural Machine Translation"
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Ner LstmNamed Entity Recognition using multilayered bidirectional LSTM
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Bidaf KerasBidirectional Attention Flow for Machine Comprehension implemented in Keras 2
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NonautoreggenprogressTracking the progress in non-autoregressive generation (translation, transcription, etc.)
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TexarToolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
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Deep Math Machine Learning.aiA blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.
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GermanwordembeddingsToolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
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LudwigData-centric declarative deep learning framework
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Keras AttentionVisualizing RNNs using the attention mechanism
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ThotThot toolkit for statistical machine translation
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Nlg EvalEvaluation code for various unsupervised automated metrics for Natural Language Generation.
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PytorchnlpbookCode and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
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Opus MtOpen neural machine translation models and web services
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Multihead Siamese NetsImplementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
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Character Based CnnImplementation of character based convolutional neural network
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Ai Deadlines⏰ AI conference deadline countdowns
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SockeyeSequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
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SangitaA Natural Language Toolkit for Indian Languages
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TokenizerFast and customizable text tokenization library with BPE and SentencePiece support
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Attention MechanismsImplementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
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Hardware Aware Transformers[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
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SacremosesPython port of Moses tokenizer, truecaser and normalizer
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NlpSelected Machine Learning algorithms for natural language processing and semantic analysis in Golang
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Sednndeep learning based speech enhancement using keras or pytorch, make it easy to use
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GectorOfficial implementation of the paper “GECToR – Grammatical Error Correction: Tag, Not Rewrite” // Published on BEA15 Workshop (co-located with ACL 2020) https://www.aclweb.org/anthology/2020.bea-1.16.pdf
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BiosentvecBioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
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RgnRecurrent Geometric Networks for end-to-end differentiable learning of protein structure
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Deep DiamondA fast Clojure Tensor & Deep Learning library
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NerNamed Entity Recognition
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Medacy🏥 Medical Text Mining and Information Extraction with spaCy
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Pytorch VdsrVDSR (CVPR2016) pytorch implementation
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TrankitTrankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing
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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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Text2sql DataA collection of datasets that pair questions with SQL queries.
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GraphbrainLanguage, Knowledge, Cognition
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Clean Text🧹 Python package for text cleaning
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Textractextract text from any document. no muss. no fuss.
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LtpLanguage Technology Platform
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