enformer-pytorchImplementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch
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Laravel ResponderA Laravel Fractal package for building API responses, giving you the power of Fractal with Laravel's elegancy.
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RezeroOfficial PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"
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TS-CAMCodes for TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization.
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dodrioExploring attention weights in transformer-based models with linguistic knowledge.
Stars: ✭ 233 (+356.86%)
Swin-Transformer-TensorflowUnofficial implementation of "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" (https://arxiv.org/abs/2103.14030)
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ConformerOfficial code for Conformer: Local Features Coupling Global Representations for Visual Recognition
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TsaiTime series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai
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pytorch-transformer-kor-engTransformer Implementation using PyTorch for Neural Machine Translation (Korean to English)
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Bentools EtlPHP ETL (Extract / Transform / Load) library with SOLID principles + almost no dependency.
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NeuralconvoNeural conversational model in Torch
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RSTNetRSTNet: Captioning with Adaptive Attention on Visual and Non-Visual Words (CVPR 2021)
Stars: ✭ 71 (+39.22%)
PyhgtCode for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
Stars: ✭ 313 (+513.73%)
text2keywordsTrained T5 and T5-large model for creating keywords from text
Stars: ✭ 53 (+3.92%)
galerkin-transformer[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax
Stars: ✭ 111 (+117.65%)
HE2LaTeXConverting handwritten equations to LaTeX
Stars: ✭ 84 (+64.71%)
Deepsvg[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.
Stars: ✭ 403 (+690.2%)
SIGIR2021 ConureOne Person, One Model, One World: Learning Continual User Representation without Forgetting
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TextPrunerA PyTorch-based model pruning toolkit for pre-trained language models
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CrabNetPredict materials properties using only the composition information!
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CubertFast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL
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bert-as-a-service TFXEnd-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.
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Cell DetrOfficial and maintained implementation of the paper Attention-Based Transformers for Instance Segmentation of Cells in Microstructures [BIBM 2020].
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cnn-seq2seqNo description or website provided.
Stars: ✭ 39 (-23.53%)
GraphormerGraphormer is a deep learning package that allows researchers and developers to train custom models for molecule modeling tasks. It aims to accelerate the research and application in AI for molecule science, such as material design, drug discovery, etc.
Stars: ✭ 1,194 (+2241.18%)
saintThe official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training
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KitanaQAKitanaQA: Adversarial training and data augmentation for neural question-answering models
Stars: ✭ 58 (+13.73%)
NmtpytorchSequence-to-Sequence Framework in PyTorch
Stars: ✭ 392 (+668.63%)
BSDThe Business Scene Dialogue corpus
Stars: ✭ 51 (+0%)
deformer[ACL 2020] DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering
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Seq2seqA general-purpose encoder-decoder framework for Tensorflow
Stars: ✭ 5,455 (+10596.08%)
nepali-translatorNeural Machine Translation on the Nepali-English language pair
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CSV2RDFStreaming, transforming, SPARQL-based CSV to RDF converter. Apache license.
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inmtInteractive Neural Machine Translation tool
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Cognitive Speech TtsMicrosoft Text-to-Speech API sample code in several languages, part of Cognitive Services.
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DolboNetРусскоязычный чат-бот для Discord на архитектуре Transformer
Stars: ✭ 53 (+3.92%)
linformerImplementation of Linformer for Pytorch
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probabilistic nlgTensorflow Implementation of Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation (NAACL 2019).
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TRAR-VQA[ICCV 2021] TRAR: Routing the Attention Spans in Transformers for Visual Question Answering -- Official 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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MetricMTThe official code repository for MetricMT - a reward optimization method for NMT with learned metrics
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Filipino-Text-BenchmarksOpen-source benchmark datasets and pretrained transformer models in the Filipino language.
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Zero-Shot-TTSUnofficial Implementation of Zero-Shot Text-to-Speech for Text-Based Insertion in Audio Narration
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WenetProduction First and Production Ready End-to-End Speech Recognition Toolkit
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DeepchatmodelsConversation models in TensorFlow. (website removed)
Stars: ✭ 312 (+511.76%)
MinTLMinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
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Getting Things Done With PytorchJupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
Stars: ✭ 738 (+1347.06%)
ChatlearnerA chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.
Stars: ✭ 528 (+935.29%)
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.
Stars: ✭ 3,307 (+6384.31%)
HRFormerThis is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".
Stars: ✭ 357 (+600%)