[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
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Easy to use, state-of-the-art Neural Machine Translation for 100+ languages
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Source code of K-BERT (AAAI2020)
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nlp in action
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Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
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Simple transformer implementation from scratch in pytorch.
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transformer-time-series-predictionby oliverguhr
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proof of concept for a transformer-based time series prediction model
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Megatron-DeepSpeedby bigscience-workshop
Python 842 Version:Current License: Proprietary (Proprietary)
Ongoing research training transformer language models at scale, including: BERT & GPT-2
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Source code for "On the Relationship between Self-Attention and Convolutional Layers"
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Keras implementation of BERT with pre-trained weights
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A Tensorflow implementation of Spatial Transformer Networks.
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Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
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Translate - a PyTorch Language Library
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Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)
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Bert-Multi-Label-Text-Classificationby lonePatient
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This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
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Graph_Transformer_Networksby seongjunyun
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License: No License (No License)Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)
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:rocket: State-of-the-art parsers for natural language.
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Jest Vue transformer
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CMU MultimodalSDK is a machine learning platform for development of advanced multimodal models as well as easily accessing and processing multimodal datasets.
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Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
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list of efficient attention modules
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A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.
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A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.
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[CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution
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PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
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You Only Look at One Sequence (NeurIPS 2021)
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Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
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A Laravel Fractal package for building API responses, giving you the power of Fractal with Laravel's elegancy.
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[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers
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Production First and Production Ready End-to-End Speech Recognition Toolkit
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Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing
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A light weight, super fast, large scale machine learning library on spark .
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[ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation
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基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）
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Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
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transformer xl在中文文本生成上的尝试（可写小说、古诗）（transformer xl for text generation of chinese）
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Huggingface Transformers + Adapters = ❤️
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Large-scale open domain KNOwledge grounded conVERsation system based on PaddlePaddle
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Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
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attention-is-all-you-need-kerasby Lsdefine
Python 634 Version:Current License: No License (No License)
License: No License (No License)A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need
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Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unitary.ai.
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[ACL'19] [PyTorch] Multimodal Transformer
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Implementation of the Swin Transformer in PyTorch.
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A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text
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Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification
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Implementation of Bottleneck Transformer in Pytorch
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Official code Cross-Covariance Image Transformer (XCiT)
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Neural Network Compression Framework for enhanced OpenVINO™ inference
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SETRby fudan-zvg
[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
Python 926Updated: 1 y ago License: Permissive (MIT)
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EasyNMTby UKPLab
Easy to use, state-of-the-art Neural Machine Translation for 100+ languages
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K-BERTby autoliuweijie
Source code of K-BERT (AAAI2020)
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pytorch-i3dby piergiaj
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Transformers4Recby NVIDIA-Merlin
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
Python 856Updated: 11 mo ago License: Permissive (Apache-2.0)
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formerby pbloem
Simple transformer implementation from scratch in pytorch.
Python 855Updated: 11 mo ago License: Permissive (MIT)
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transformer-time-series-predictionby oliverguhr
proof of concept for a transformer-based time series prediction model
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Megatron-DeepSpeedby bigscience-workshop
Ongoing research training transformer language models at scale, including: BERT & GPT-2
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attention-cnnby epfml
Source code for "On the Relationship between Self-Attention and Convolutional Layers"
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BERT-kerasby Separius
Keras implementation of BERT with pre-trained weights
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spatial-transformer-networkby kevinzakka
A Tensorflow implementation of Spatial Transformer Networks.
Python 824Updated: 3 y ago License: Permissive (MIT)
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NLP-Tutorialsby MorvanZhou
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
Python 789Updated: 1 y ago License: Permissive (MIT)
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translateby pytorch
Translate - a PyTorch Language Library
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gectorby grammarly
Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)
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Bert-Multi-Label-Text-Classificationby lonePatient
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
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Graph_Transformer_Networksby seongjunyun
Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)
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parserby yzhangcs
:rocket: State-of-the-art parsers for natural language.
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CMU-MultimodalSDKby A2Zadeh
CMU MultimodalSDK is a machine learning platform for development of advanced multimodal models as well as easily accessing and processing multimodal datasets.
Python 739Updated: 1 y ago License: Proprietary (Proprietary)
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pytorch-maml-rlby tristandeleu
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
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awesome-fast-attentionby Separius
list of efficient attention modules
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typescript-isby woutervh-
TypeScript 720Updated: 3 y ago License: Permissive (MIT)
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bert-for-tf2by kpe
A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.
Python 711Updated: 3 y ago License: Permissive (MIT)
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Speech-Transformerby kaituoxu
A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.
Python 709Updated: 1 y ago License: No License (No License)
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TTSRby researchmm
[CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution
Python 702Updated: 1 y ago License: Permissive (MIT)
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conformerby sooftware
PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
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YOLOSby hustvl
You Only Look at One Sequence (NeurIPS 2021)
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transformerby maxjcohen
Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
Jupyter Notebook 691Updated: 11 mo ago License: Strong Copyleft (GPL-3.0)
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laravel-responderby flugg
A Laravel Fractal package for building API responses, giving you the power of Fractal with Laravel's elegancy.
PHP 690Updated: 3 y ago License: Permissive (MIT)
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VisTRby Epiphqny
[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers
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wenetby mobvoi
Production First and Production Ready End-to-End Speech Recognition Toolkit
Python 687Updated: 3 y ago License: Permissive (Apache-2.0)
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trankitby nlp-uoregon
Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing
Python 680Updated: 11 mo ago License: Permissive (Apache-2.0)
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Fregataby TalkingData
A light weight, super fast, large scale machine learning library on spark .
Scala 680Updated: 3 y ago License: Proprietary (Proprietary)
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segmenterby rstrudel
[ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation
Python 680Updated: 1 y ago License: Permissive (MIT)
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TextMatchby zhaogaofeng611
基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）
Python 662Updated: 1 y ago License: No License (No License)
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seq2seqby keon
Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
Python 662Updated: 1 y ago License: Permissive (MIT)
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transformer-xl-chineseby GaoPeng97
transformer xl在中文文本生成上的尝试（可写小说、古诗）（transformer xl for text generation of chinese）
Python 660Updated: 1 y ago License: Permissive (Apache-2.0)
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adapter-transformersby Adapter-Hub
Huggingface Transformers + Adapters = ❤️
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Knoverby PaddlePaddle
Large-scale open domain KNOwledge grounded conVERsation system based on PaddlePaddle
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graphtransformerby graphdeeplearning
Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
Python 637Updated: 1 y ago License: Permissive (MIT)
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attention-is-all-you-need-kerasby Lsdefine
A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need
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detoxifyby unitaryai
Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unitary.ai.
Python 630Updated: 12 mo ago License: Permissive (Apache-2.0)
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Multimodal-Transformerby yaohungt
[ACL'19] [PyTorch] Multimodal Transformer
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swin-transformer-pytorchby berniwal
Implementation of the Swin Transformer in PyTorch.
Python 628Updated: 1 y ago License: Permissive (MIT)
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punctuator2by ottokart
A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text
Python 624Updated: 1 y ago License: Permissive (MIT)
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TimeSformer-pytorchby lucidrains
Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification
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bottleneck-transformer-pytorchby lucidrains
Implementation of Bottleneck Transformer in Pytorch
Python 614Updated: 1 y ago License: Permissive (MIT)
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xcitby facebookresearch
Official code Cross-Covariance Image Transformer (XCiT)
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nncfby openvinotoolkit
Neural Network Compression Framework for enhanced OpenVINO™ inference
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