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transformerNeutron: A pytorch based implementation of Transformer and its variants.
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JoeynmtMinimalist NMT for educational purposes
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zeroZero -- A neural machine translation system
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Transformer DynetAn Implementation of Transformer (Attention Is All You Need) in DyNet
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SockeyeSequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
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NiuTrans.NMTA Fast Neural Machine Translation System. It is developed in C++ and resorts to NiuTensor for fast tensor APIs.
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towheeTowhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
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speech-transformerTransformer implementation speciaized in speech recognition tasks using Pytorch.
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dodrioExploring attention weights in transformer-based models with linguistic knowledge.
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ConformerOfficial code for Conformer: Local Features Coupling Global Representations for Visual Recognition
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transformerA PyTorch Implementation of "Attention Is All You Need"
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BossNAS(ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
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ICON(TPAMI2022) Salient Object Detection via Integrity Learning.
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verseagilityRamp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.
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image-classificationA collection of SOTA Image Classification Models in PyTorch
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OpenPromptAn Open-Source Framework for Prompt-Learning.
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graphtransRepresenting Long-Range Context for Graph Neural Networks with Global Attention
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wenetProduction First and Production Ready End-to-End Speech Recognition Toolkit
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transform-graphql⚙️ Transformer function to transform GraphQL Directives. Create model CRUD directive for example
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MusicTransformer-PytorchMusicTransformer written for MaestroV2 using the Pytorch framework for music generation
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TransPosePyTorch Implementation for "TransPose: Keypoint localization via Transformer", ICCV 2021.
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AdaSpeechAdaSpeech: Adaptive Text to Speech for Custom Voice
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XpersonaXPersona: Evaluating Multilingual Personalized Chatbot
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Context-TransformerContext-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020
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minimal-nmtA minimal nmt example to serve as an seq2seq+attention reference.
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set-transformerA neural network architecture for prediction on sets
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visualizationa collection of visualization function
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sentencepiece-jniJava JNI wrapper for SentencePiece: unsupervised text tokenizer for Neural Network-based text generation.
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PDNThe official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
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SegFormerOfficial PyTorch implementation of SegFormer
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CrabNetPredict materials properties using only the composition information!
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MT-PreparationMachine Translation (MT) Preparation Scripts
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DeepPhonemizerGrapheme to phoneme conversion with deep learning.
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GTSRB Keras STNGerman Traffic Sign Recognition Benchmark, Keras implementation with Spatial Transformer Networks
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TDRGTransformer-based Dual Relation Graph for Multi-label Image Recognition. ICCV 2021
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cometaCorpus of Online Medical EnTities: the cometA corpus
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sticker2Further developed as SyntaxDot: https://github.com/tensordot/syntaxdot
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ABD-NMTCode for "Asynchronous bidirectional decoding for neural machine translation" (AAAI, 2018)
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