gru · GitHub Topics

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

PyTorch seq2seq sequence-to-sequence 教程 rnn gru lstm pytorch-tutorial pytorch-implmention encoder-decoder encoder-decoder-model neural-machine-translation attention transformer pytorch-implementation pytorch-tutorials pytorch-nlp

Jupyter Notebook 5.49 k

1 年前

mravanelli / pytorch-kaldi

#计算机科学#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 ...

翻译 - pytorch-kaldi是一个用于开发最先进的DNN / RNN混合语音识别系统的项目。 DNN部分由pytorch管理，而特征提取，标签计算和解码则通过kaldi工具箱执行。

speech-recognition gru dnn kaldi rnn-model PyTorch timit 深度学习深度神经网络 recurrent-neural-networks multilayer-perceptron-network lstm speech asr rnn

Python 2.38 k

3 年前

dalinvip / cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In PyTorch Learing Neural Networks Likes CNN、BiLSTM

cnn-model gru PyTorch

Python 1.32 k

2 年前

SuperBruceJia / EEG-DL

#计算机科学#A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

深度学习 eeg-classification eeg-signals-processing Tensorflow eeg-data cnn rnn gcn residual-learning densenet resnet lstm gru attention-mechanism fully-convolutional-networks transformer transformers

Python 999

2 年前

khuangaf / CryptocurrencyPrediction

#区块链#Predict Cryptocurrency Price with Deep Learning

深度学习机器学习加密货币比特币 cnn lstm gru scikit-learn final-year-project

Jupyter Notebook 908

2 年前

xiaochus / TrafficFlowPrediction

Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).

lstm gru

Python 604

2 年前

pyaf / load_forecasting

#计算机科学#Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models

机器学习 rnn lstm gru arima time-series-forecasting

Jupyter Notebook 532

4 个月前

lvapeab / nmt-keras

#计算机科学#Neural Machine Translation with Keras

neural-machine-translation Keras 深度学习 sequence-to-sequence theano 机器学习 nmt machine-translation gru Tensorflow attention-mechanism transformer attention-is-all-you-need attention-model

Python 532

4 年前

ypwhs / baiduyun_deeplearning_competition

#计算机科学#百度云魅族深度学习应用大赛

gru OCR 深度学习 Keras captcha Jupyter Notebook

Jupyter Notebook 422

3 年前

buomsoo-kim / Easy-deep-learning-with-Keras

#计算机科学#Keras tutorial for beginners (using TF backend)

rnn gru lstm 深度学习深度神经网络神经网络 neural-networks convolutional-neural-networks convolutional-networks convolutional-neural-network

Jupyter Notebook 410

4 年前

jhhuang96 / ConvLSTM-PyTorch

#时序数据库#ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

time-series pytorch-implementation lstm gru rnn encoder-decoder

Python 406

2 年前

sudharsan13296 / Hands-On-Deep-Learning-Algorithms-with-Python

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

gans cyclegan autoencoder capsule-network word-embeddings gru Tensorflow few-shot-learning

Jupyter Notebook 340

4 年前

lmnt-com / haste

#算法刷题#Haste: a fast, simple, and open RNN library

深度学习机器学习 PyTorch Tensorflow API Python C++算法 rnn lstm gru CUDA

C++ 329

2 年前

JonathanRaiman / theano_lstm

#计算机科学#🔬 Nano size Theano LSTM module

机器学习 recurrent-networks theano Python lstm gru dropout automatic-differentiation 神经网络教程

Python 303

8 年前

hungchun-lin / Stock-price-prediction-using-GAN

In this project, we will compare two algorithms for stock prediction. First, we will utilize the Long Short Term Memory(LSTM) network to do the Stock Market Prediction. LSTM is a powerful method that ...

Generative Adversarial Network lstm gru Python

Jupyter Notebook 241

4 年前

rakeshvar / rnn_ctc

#计算机科学#Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

recurrent-neural-networks Python theano ctc rnn 神经网络 OCR speech-recognition speech-to-text lstm gru captcha 深度学习

Python 221

9 年前

catqaq / OpenTextClassification

OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。

text-classification PyTorch lstm gru textcnn bert ernie naive-bayes svm textrnn transformers multi-label-classification

Python 202

10 个月前

THINK989 / Real-Time-Stock-Market-Prediction-using-Ensemble-DL-and-Rainbow-DQN

lstm gru ensemble Keras Tensorflow

Python 192

4 个月前

lucko515 / speech-recognition-neural-network

#计算机科学#This is the end-to-end Speech Recognition neural network, deployed in Keras. This was my final project for Artificial Intelligence Nanodegree @Udacity.

recurrent-neural-networks speech-recognition 深度学习 gru

HTML 189

8 年前

OverLordGoldDragon / see-rnn

#计算机科学#RNN and general weights, gradients, & activations visualization in Keras & TensorFlow

rnn Tensorflow Keras 可视化深度学习 lstm gru

Python 181

1 年前