Vision Transformer (ViT) in PyTorch
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Minimalist NMT for educational purposes
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The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].
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This is an official repository of End-to-end Lane Shape Prediction with Transformers.
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Transformer-MM-Explainabilityby hila-chefer
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[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.
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A Lite Bert For Self-Supervised Learning Language Representations
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[CVPR 2022] Official repository for the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
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[ICLR 2020] Lite Transformer with Long-Short Range Attention
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Long Range Arena for Benchmarking Efficient Transformers
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ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624
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A Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"
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sentiment_analysis_fine_grainby brightmart
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License: No License (No License)Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
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FastFormers - highly efficient transformer models for NLU
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PyTorch code for SpERT: Span-based Entity and Relation Transformer
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The API hosted at dog.ceo
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Multilingual-CLIPby FreddeFrallan
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License: No License (No License)OpenAI CLIP text encoders for multiple languages!
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Multiple Object Tracking with Transformer
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A collection of view pager transformers
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Pytorch Implementation of Google BERT
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KG-BERT: BERT for Knowledge Graph Completion
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Pretrained ELECTRA Model for Korean
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Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
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A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.
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Keras library for building (Universal) Transformers, facilitating BERT and GPT models
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Explainability for Vision Transformers
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A Visual Analysis Tool to Explore Learned Representations in Transformers Models
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Implementation of TabTransformer, attention network for tabular data, in Pytorch
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Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
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Implementation of the Point Transformer layer, in Pytorch
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BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
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LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference
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Transformer Tracking (CVPR2021)
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Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL
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[NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"
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Point Transformers
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:fire: Use pre-trained models in PyTorch to extract vector embeddings for any image
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A Structured Self-attentive Sentence Embedding
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The score code of FastBERT (ACL2020)
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Modular Natural Language Processing workflows with Keras
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A Jest transformer using esbuild
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Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition leveraging PyTorch and Hydra.
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Transformers for Longer Sequences
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CKIP Transformers
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PyTorch-Pretrained-ViTby lukemelas
Vision Transformer (ViT) in PyTorch
Python 604Updated: 2 y ago License: No License (No License)
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joeynmtby joeynmt
Minimalist NMT for educational purposes
Python 592Updated: 2 y ago License: Permissive (Apache-2.0)
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equatiomaticby datalorax
Convert models to LaTeX equations
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mtanby lorenmt
The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].
Python 584Updated: 2 y ago License: Permissive (MIT)
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LSTRby liuruijin17
This is an official repository of End-to-end Lane Shape Prediction with Transformers.
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Transformer-MM-Explainabilityby hila-chefer
[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.
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albert_pytorchby lonePatient
A Lite Bert For Self-Supervised Learning Language Representations
Python 577Updated: 4 y ago License: Permissive (Apache-2.0)
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Uformerby ZhendongWang6
[CVPR 2022] Official repository for the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
Python 577Updated: 2 y ago License: Permissive (MIT)
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lite-transformerby mit-han-lab
[ICLR 2020] Lite Transformer with Long-Short Range Attention
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long-range-arenaby google-research
Long Range Arena for Benchmarking Efficient Transformers
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DensePhrasesby princeton-nlp
ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624
Python 570Updated: 2 y ago License: Permissive (Apache-2.0)
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floresby facebookresearch
Facebook Low Resource (FLoRes) MT Benchmark
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PCTby MenghaoGuo
Jittor implementation of PCT:Point Cloud Transformer
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Transformer-TTSby soobinseo
A Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"
Python 566Updated: 2 y ago License: Permissive (MIT)
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tfpythby BlackHC
Putting TensorFlow back in PyTorch, back in TensorFlow (differentiable TensorFlow PyTorch adapters).
Python 562Updated: 4 y ago License: Permissive (MIT)
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sentiment_analysis_fine_grainby brightmart
Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
Jupyter Notebook 561Updated: 4 y ago License: No License (No License)
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fastformersby microsoft
FastFormers - highly efficient transformer models for NLU
Python 560Updated: 4 y ago License: Proprietary (Proprietary)
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spertby lavis-nlp
PyTorch code for SpERT: Span-based Entity and Relation Transformer
Python 559Updated: 2 y ago License: Permissive (MIT)
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adaptive-spanby facebookresearch
Transformer training code for sequential tasks
Python 554Updated: 4 y ago License: Proprietary (Proprietary)
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dog-ceo-apiby ElliottLandsborough
The API hosted at dog.ceo
PHP 554Updated: 2 y ago License: No License (No License)
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Multilingual-CLIPby FreddeFrallan
OpenAI CLIP text encoders for multiple languages!
Jupyter Notebook 554Updated: 2 y ago License: No License (No License)
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TransTrackby PeizeSun
Multiple Object Tracking with Transformer
Python 553Updated: 2 y ago License: Permissive (MIT)
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android-viewpager-transformersby geftimov
A collection of view pager transformers
Java 551Updated: 4 y ago License: Permissive (Apache-2.0)
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pytorchic-bertby dhlee347
Pytorch Implementation of Google BERT
Python 546Updated: 2 y ago License: Permissive (Apache-2.0)
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kg-bertby yao8839836
KG-BERT: BERT for Knowledge Graph Completion
Python 542Updated: 2 y ago License: Permissive (Apache-2.0)
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KoELECTRAby monologg
Pretrained ELECTRA Model for Korean
Python 537Updated: 2 y ago License: Permissive (Apache-2.0)
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Graph-Transformerby daiquocnguyen
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
Python 535Updated: 2 y ago License: Permissive (Apache-2.0)
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ChatLearnerby bshao001
A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.
Python 535Updated: 4 y ago License: Permissive (Apache-2.0)
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keras-transformerby kpot
Keras library for building (Universal) Transformers, facilitating BERT and GPT models
Python 530Updated: 2 y ago License: Permissive (MIT)
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vit-explainby jacobgil
Explainability for Vision Transformers
Python 529Updated: 2 y ago License: Permissive (MIT)
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exbertby bhoov
A Visual Analysis Tool to Explore Learned Representations in Transformers Models
Python 522Updated: 2 y ago License: Permissive (Apache-2.0)
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tab-transformer-pytorchby lucidrains
Implementation of TabTransformer, attention network for tabular data, in Pytorch
Python 518Updated: 2 y ago License: Permissive (MIT)
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NLP_pytorch_projectby shawroad
Embedding, NMT, Text_Classification, Text_Generation, NER etc.
Python 517Updated: 2 y ago License: No License (No License)
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JointBERTby monologg
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
Python 510Updated: 2 y ago License: Permissive (Apache-2.0)
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point-transformer-pytorchby lucidrains
Implementation of the Point Transformer layer, in Pytorch
Python 510Updated: 2 y ago License: Permissive (MIT)
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BERTweetby VinAIResearch
BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
Python 504Updated: 2 y ago License: Permissive (MIT)
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LeViTby facebookresearch
LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference
Python 504Updated: 2 y ago License: Permissive (Apache-2.0)
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TransTby chenxin-dlut
Transformer Tracking (CVPR2021)
Python 498Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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cuBERTby zhihu
Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL
C++ 496Updated: 2 y ago License: Permissive (MIT)
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Focal-Transformerby microsoft
[NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"
Python 493Updated: 2 y ago License: Permissive (MIT)
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Point-Transformersby qq456cvb
Point Transformers
Python 491Updated: 2 y ago License: No License (No License)
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img2vecby christiansafka
:fire: Use pre-trained models in PyTorch to extract vector embeddings for any image
Python 489Updated: 2 y ago License: Permissive (MIT)
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Structured-Self-Attentionby kaushalshetty
A Structured Self-attentive Sentence Embedding
Python 489Updated: 2 y ago License: Permissive (MIT)
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FastBERTby autoliuweijie
The score code of FastBERT (ACL2020)
Python 488Updated: 4 y ago License: No License (No License)
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keras-nlpby keras-team
Modular Natural Language Processing workflows with Keras
Python 488Updated: 2 y ago License: Permissive (Apache-2.0)
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esbuild-jestby aelbore
A Jest transformer using esbuild
TypeScript 488Updated: 2 y ago License: No License (No License)
488Updated: 2 y ago License: No License (No License)Support
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kospeechby sooftware
Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition leveraging PyTorch and Hydra.
Python 485Updated: 2 y ago License: Permissive (Apache-2.0)
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bigbirdby google-research
Transformers for Longer Sequences
Python 484Updated: 2 y ago License: Permissive (Apache-2.0)
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ckip-transformersby ckiplab
CKIP Transformers
Python 482Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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