Implementation of TabTransformer, attention network for tabular data, in Pytorch
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A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
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Time-Series-ARIMA-XGBOOST-RNNby Jenniferz28
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License: No License (No License)Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN
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Sequence-to-Sequence learning using PyTorch
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TensorFlow implementation of Independently Recurrent Neural Networks
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TensorFlow Implementation of "DRAW: A Recurrent Neural Network For Image Generation"
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custom human activity recognition modules by pose estimation and cascaded inference using sklearn API
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Noise Conditional Score Networks (NeurIPS 2019, Oral)
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Tensorflow tutorial of building different dynamic recurrent neural network
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BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
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Connectionist Temporal Classification (CTC) decoder with dictionary and language model.
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Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain
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diffusion_modelsby acids-ircam
Jupyter Notebook 502 Version:Current License: No License (No License)
License: No License (No License)A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch
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High Frequency Trading Price Prediction using LSTM Recursive Neural Networks
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Predictive-Maintenance-using-LSTMby umbertogriffo
Python 493 Version:Current License: Permissive (MIT)
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
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Practical Examples for RNNs in Tensorflow
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Tensorflow-based CNN+LSTM trained with CTC-loss for OCR
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RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.
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Tree LSTM implementation in PyTorch
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:fire: Use pre-trained models in PyTorch to extract vector embeddings for any image
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Modular Natural Language Processing workflows with Keras
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LSTM implementation on Caffe
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Train an LSTM to generate piano or violin/piano music.
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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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唐诗、宋词生成器，有详细说明
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Transformer based on a variant of attention that is linear complexity in respect to sequence length
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DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
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Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction
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Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"
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[Reimplementation Antol et al 2015] Keras-based LSTM/CNN models for Visual Question Answering
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A 1-1 end-to-end encrypted internet pipe powered by Hyperswarm
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A wrapper around tensor2tensor to flexibly train, interact, and generate data for neural chatbots.
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PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940
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End-to-end ASR/LM implementation with PyTorch
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Text-Classification-Models-Pytorchby AnubhavGupta3377
Python 467 Version:Current License: Permissive (MIT)
Implementation of State-of-the-art Text Classification Models in Pytorch
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A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling
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sliced-rnn
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Implementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).
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Transformers-for-Natural-Language-Processingby PacktPublishing
Jupyter Notebook 463 Version:Current License: No License (No License)
License: No License (No License)Transformers for Natural Language Processing, published by Packt
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Deep-Time-Series-Predictionby EvilPsyCHo
Python 461 Version:Current License: No License (No License)
License: No License (No License)Seq2Seq, Bert, Transformer, WaveNet for time series prediction.
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Urban-Sound-Classificationby aqibsaeed
Jupyter Notebook 461 Version:Current License: Permissive (Apache-2.0)
Urban sound classification using Deep Learning
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TensorFlow implementation of "Pointer Networks"
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Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.
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Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
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Language Model GRU with Python and Theano
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lightning-transformersby PyTorchLightning
Python 454 Version:Current License: Permissive (Apache-2.0)
Flexible interface for high-performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra.
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BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
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Tensorflow-for-stock-predictionby kimber-chen
Jupyter Notebook 446 Version:Current License: No License (No License)
License: No License (No License)Use Tensorflow to run CNN for predict stock movement. Hope to find out which pattern will follow the price rising.
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tab-transformer-pytorchby lucidrains
Implementation of TabTransformer, attention network for tabular data, in Pytorch
Python 518Updated: 1 y ago License: Permissive (MIT)
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seqGANby suragnair
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
Python 517Updated: 3 y ago License: No License (No License)
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NLP_pytorch_projectby shawroad
Embedding, NMT, Text_Classification, Text_Generation, NER etc.
Python 517Updated: 1 y ago License: No License (No License)
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Time-Series-ARIMA-XGBOOST-RNNby Jenniferz28
Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN
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seq2seq.pytorchby eladhoffer
Sequence-to-Sequence learning using PyTorch
Python 515Updated: 2 y ago License: Permissive (MIT)
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indrnnby batzner
TensorFlow implementation of Independently Recurrent Neural Networks
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drawby ericjang
TensorFlow Implementation of "DRAW: A Recurrent Neural Network For Image Generation"
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ActionAIby smellslikeml
custom human activity recognition modules by pose estimation and cascaded inference using sklearn API
Python 510Updated: 3 y ago License: Strong Copyleft (GPL-3.0)
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ncsnby ermongroup
Noise Conditional Score Networks (NeurIPS 2019, Oral)
Python 510Updated: 1 y ago License: Strong Copyleft (GPL-3.0)
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Dynamic-Tensorflow-Tutorialby KnHuq
Tensorflow tutorial of building different dynamic recurrent neural network
Jupyter Notebook 507Updated: 3 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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CTCWordBeamSearchby githubharald
Connectionist Temporal Classification (CTC) decoder with dictionary and language model.
C++ 504Updated: 2 y ago License: Permissive (MIT)
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OmniNetby subho406
Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain
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diffusion_modelsby acids-ircam
A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch
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StockPredictionRNNby dzitkowskik
High Frequency Trading Price Prediction using LSTM Recursive Neural Networks
Python 500Updated: 3 y ago License: Permissive (MIT)
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Predictive-Maintenance-using-LSTMby umbertogriffo
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Python 493Updated: 2 y ago License: Permissive (MIT)
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tf-rnnby dennybritz
Practical Examples for RNNs in Tensorflow
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cnn_lstm_ctc_ocrby weinman
Tensorflow-based CNN+LSTM trained with CTC-loss for OCR
Python 491Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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RNNLGby shawnwun
RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.
Python 490Updated: 4 y ago License: Proprietary (Proprietary)
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treelstm.pytorchby dasguptar
Tree LSTM implementation in PyTorch
Python 489Updated: 3 y ago License: Permissive (MIT)
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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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keras-nlpby keras-team
Modular Natural Language Processing workflows with Keras
Python 488Updated: 1 y ago License: Permissive (Apache-2.0)
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caffe-lstmby junhyukoh
LSTM implementation on Caffe
C++ 486Updated: 3 y ago License: Proprietary (Proprietary)
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musical-neural-netby mcleavey
Train an LSTM to generate piano or violin/piano music.
Python 485Updated: 3 y ago License: No License (No License)
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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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Chinese_poem_generatorby hjptriplebee
唐诗、宋词生成器，有详细说明
Python 481Updated: 1 y ago License: Strong Copyleft (GPL-3.0)
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linear-attention-transformerby lucidrains
Transformer based on a variant of attention that is linear complexity in respect to sequence length
Python 479Updated: 2 y ago License: Permissive (MIT)
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dancenetby jsn5
DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
Python 478Updated: 4 y ago License: Permissive (MIT)
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attn2dby elbayadm
Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction
Python 477Updated: 3 y ago License: Permissive (MIT)
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nips14-sslby dpkingma
Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"
Python 476Updated: 2 y ago License: Permissive (MIT)
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visual-qaby avisingh599
[Reimplementation Antol et al 2015] Keras-based LSTM/CNN models for Visual Question Answering
Python 475Updated: 4 y ago License: Permissive (MIT)
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hyperbeamby mafintosh
A 1-1 end-to-end encrypted internet pipe powered by Hyperswarm
JavaScript 475Updated: 2 y ago License: Permissive (MIT)
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Seq2seqChatbotsby ricsinaruto
A wrapper around tensor2tensor to flexibly train, interact, and generate data for neural chatbots.
Python 474Updated: 3 y ago License: Permissive (MIT)
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neural-combinatorial-rl-pytorchby pemami4911
PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940
Python 472Updated: 2 y ago License: Permissive (MIT)
472Updated: 2 y ago License: Permissive (MIT)Support
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neural_spby hirofumi0810
End-to-end ASR/LM implementation with PyTorch
Python 469Updated: 3 y ago License: Permissive (Apache-2.0)
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Text-Classification-Models-Pytorchby AnubhavGupta3377
Implementation of State-of-the-art Text Classification Models in Pytorch
Python 467Updated: 2 y ago License: Permissive (MIT)
467Updated: 2 y ago License: Permissive (MIT)Support
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rnn-nluby HadoopIt
A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling
Python 465Updated: 4 y ago License: No License (No License)
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handwriting-generationby Grzego
Implementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).
Python 464Updated: 1 y ago License: Permissive (MIT)
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Transformers-for-Natural-Language-Processingby PacktPublishing
Transformers for Natural Language Processing, published by Packt
Jupyter Notebook 463Updated: 1 y ago License: No License (No License)
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Deep-Time-Series-Predictionby EvilPsyCHo
Seq2Seq, Bert, Transformer, WaveNet for time series prediction.
Python 461Updated: 1 y ago License: No License (No License)
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Urban-Sound-Classificationby aqibsaeed
Urban sound classification using Deep Learning
Jupyter Notebook 461Updated: 3 y ago License: Permissive (Apache-2.0)
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pointer-network-tensorflowby devsisters
TensorFlow implementation of "Pointer Networks"
Python 460Updated: 1 y ago License: Permissive (MIT)
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torch-lightby ne7ermore
Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.
Python 458Updated: 3 y ago License: Permissive (MIT)
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Multimodal-Toolkitby georgian-io
Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
Python 457Updated: 2 y ago License: Permissive (MIT)
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rnn-tutorial-gru-lstmby dennybritz
Language Model GRU with Python and Theano
Python 456Updated: 3 y ago License: No License (No License)
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lightning-transformersby PyTorchLightning
Flexible interface for high-performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra.
Python 454Updated: 3 y ago License: Permissive (Apache-2.0)
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BERT4Recby FeiSun
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
Python 451Updated: 2 y ago License: Permissive (Apache-2.0)
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Tensorflow-for-stock-predictionby kimber-chen
Use Tensorflow to run CNN for predict stock movement. Hope to find out which pattern will follow the price rising.
Jupyter Notebook 446Updated: 3 y ago License: No License (No License)
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