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371 search results found
Pytorch Seq2seq
⭐
5,024
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Pytorch Kaldi
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2,138
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
Captcha_break
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1,677
验证码识别
Nlp Models Tensorflow
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1,329
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
Cnn Lstm Bilstm Deepcnn Clstm In Pytorch
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965
In PyTorch Learing Neural Networks Likes CNN、BiLSTM
Ccks_baidu_entity_link
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828
ccks baidu entity link 实体链接 第一名
Cryptocurrencyprediction
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715
Predict Cryptocurrency Price with Deep Learning
Eeg Dl
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563
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Multi Class Text Classification Cnn Rnn
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554
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
Faster Rnnlm
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525
Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax
Dynamic Tensorflow Tutorial
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515
Tensorflow tutorial of building different dynamic recurrent neural network
Nmt Keras
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514
Neural Machine Translation with Keras
Seq2seq
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502
Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
Genmusic_demo_list
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477
a list of demo websites for automatic music generation research
Trafficflowprediction
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437
Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).
Gru
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431
Orchestration made easy with Go and Lua
Rnn Tutorial Gru Lstm
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424
Language Model GRU with Python and Theano
Baiduyun_deeplearning_competition
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363
百度云魅族深度学习应用大赛
Easy Deep Learning With Keras
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336
Keras tutorial for beginners (using TF backend)
Theano_lstm
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309
🔬 Nano size Theano LSTM module
Numpy_neural_network
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307
仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层;以及图像分类案例及精调网络案例等,持续更新 ...
Haste
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298
Haste: a fast, simple, and open RNN library
Gru
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275
即时通讯服务集群,可用于构建聊天等实时交互系统
Keras_snli
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265
Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks
Load_forecasting
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260
Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models
Latent_ode
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255
Code for "Latent ODEs for Irregularly-Sampled Time Series" paper
Hands On Deep Learning Algorithms With Python
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241
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
Layer Norm
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236
Code and models from the paper "Layer Normalization"
Hipsternet
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222
All the hipster things in Neural Net in a single repo
Rnn_ctc
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216
Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.
Sohu_competition
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216
Sohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)
Hg Mldl
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199
<혼자 공부하는 머신러닝+딥러닝>의 코드 저장소입니다.
Data_grand
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195
2018达观杯文本智能处理挑战赛 Top10解决方案(10/3830)
Neural Summ Cnndm Pytorch
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194
Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail
Char Rnn Chinese
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190
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. Based on code of https://github.com/karpathy/char-rnn. Support Chinese and other things.
Nlp Model
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184
Learning and practice
Keras_lstm_diagram
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180
Understanding Keras Recurrent Nets' structure and data flow (mainly LSTM) in a single diagram.
Sentence Classification
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180
Sentence Classifications with Neural Networks
Gru_ode_bayes
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169
Pytorch implementation of GRU-ODE-Bayes
Dts
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157
A Keras library for multi-step time-series forecasting.
Chinese Automatic Speech Recognition
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157
Chinese speech recognition
Train_arch
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154
cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+r GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,..... vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....
Pytorch Rnn Text Classification
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145
Word Embedding + LSTM + FC
Tagger
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140
A Joint Chinese segmentation and POS tagger based on bidirectional GRU-CRF
Prediction Flow
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136
Deep-Learning based CTR models implemented by PyTorch
See Rnn
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135
RNN and general weights, gradients, & activations visualization in Keras & TensorFlow
Nmtpy
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128
nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.
Speech Recognition Neural Network
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128
This is the end-to-end Speech Recognition neural network, deployed in Keras. This was my final project for Artificial Intelligence Nanodegree @Udacity.
Time_series_forecasting_pytorch
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127
time series forecasting using pytorch,including ANN,RNN,LSTM,GRU and TSR-RNN,experimental code
Deep Summarization
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126
Uses Recurrent Neural Network (LSTM/GRU/basic_RNN units) for summarization of amazon reviews
Real Time Stock Market Prediction Using Ensemble Dl And Rainbow Dqn
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125
Image2katex
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118
公式图片ocr,输入图片输出对应的latex表达式
Hierarchical Attention Network
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117
Implementation of Hierarchical Attention Networks in PyTorch
Chinese Sentiment Classification
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117
简单的中文文本情感分类 (MLP, CNN, RNN in PyTorch) - 2019 THU 人工智能导论作业
Tf Layer Norm
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114
TensorFlow implementation of normalizations such as Layer Normalization, HyperNetworks.
Rnn From Scratch
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114
Use tensorflow's tf.scan to build vanilla, GRU and LSTM RNNs
Rnn Text Classification Tf
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112
Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification
Lightnn
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111
The light deep learning framework for study and for fun. Join us!
Sentiment Analysis
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110
People_relation_extract
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109
结合BERT+GRU+ATT模型,对自己收集的人物关系数据进行模型训练,用于人物关系抽取。
Recurrentnn.jl
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96
Deep RNN, LSTM, GRU, GF-RNN, and GF-LSTMs in Julia
Keras_text_classification
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88
implement some fancy text classification models by using keras
Eval On Nn Of Rc
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84
Empirical Evaluation on Current Neural Networks on Cloze-style Reading Comprehension
Transformers_for_text_classification
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84
基于Transformers的文本分类
Recurrent Ppo Truncated Bptt
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82
Baseline implementation of recurrent PPO using truncated BPTT
Coupled Multi Layer Attentions
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82
Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms
Neural Disaggregator
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82
Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.
Torch Seq2seq Attention
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80
Torch implementation of seq2seq machine translation with GRU RNN and attention
Match Lstm
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77
A PyTorch implemention of Match-LSTM, R-NET and M-Reader for Machine Reading Comprehension
Tt_rnn
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74
Librnn
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72
Lstm Gru Pytorch
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72
LSTM and GRU in PyTorch
Deep Learning For Aspect Level Sentiment Classification Baselines
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72
The public state-of-the-art methods for deep learning based ASC
Gru D
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71
GRU-D, a GRU-based model with trainable decays for multivariate time series classification with missing values/irregular samplings
Gru Svm
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70
[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection
Rnn Theano
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69
RNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano
Hands On Ml
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69
Hands-On Machine Learning
Lstm Ctc Ocr
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69
using rnn (lstm or gru) and ctc to convert line image into text, based on torch7 and warp-ctc
Recnet
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68
RecNet - Recurrent Neural Network Framework
Char Rnn
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66
Recurrent Neural Networks(GRU) for character-level language models on Chinese, in Python/Theano
Cs224n_project
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65
Neural Image Captioning in TensorFlow.
Umaru
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65
An OCR-system based on torch using the technique of LSTM/GRU-RNN, CTC and referred to the works of rnnlib and clstm.
Endless Memory Gym
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65
Challenging Memory-based Deep Reinforcement Learning Agents
Capsnet Nlp
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64
CapsNet for NLP
Cikm_analyticup_2017
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62
CIKM AnalytiCup 2017 is an open competition that is sponsored by Shenzhen Meteorological Bureau, Alibaba Group and CIKM2017. Our team got the third place in the first phrase. And in the second phrase we got the fourth place.
Blocks Char Rnn
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61
Multi-layer RNN (LSTM, GRU, RNN) for character-level language models in Blocks
Sg Deep Question Generation
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61
This repository contains code and models for the paper: Semantic Graphs for Generating Deep Questions (ACL 2020).
Seq2seq_pointer_generator_summarizer
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59
A deep learning neural network for abstractive deep summarization
Tree Regularization Public
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59
Code for AAAI 2018 accepted paper: "Beyond Sparsity: Tree Regularization of Deep Models for Interpretability"
Seq2seq Attention
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59
Youtube Caption
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58
YoutTube Caption API Python example converted to Python 3
Seq2seq_upgrade_tensorflow
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56
[unmaintained] Additional Sequence to Sequence Features for TensorFlow
Nncomp
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53
Real-time recurrent neural networks for audio plugins
Mycail
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53
中国法研杯-司法人工智能挑战赛
Gdax Orderbook Ml
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53
Application of machine learning to the Coinbase (GDAX) orderbook
Multi Stage Convstar Network
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53
[RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies
Textclassification
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52
deep learning in text classification(keras)
Tensorflow Lstm Sin
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52
TensorFlow 1.3 experiment with LSTM (and GRU) RNNs for sine prediction
Gru D
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52
inspired by 'Recurrent Neural Networks for Multivariate Time Series with Missing Values' pytorch ver
Rnn_predict
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51
Simple RNN (Gated Recurrent Units) for predicting a diagnosis
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Python Gru (481)
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