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Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Boilerplate Dynet Rnn Lm ⭐ 36

Boilerplate code for quickly getting set up to run language modeling experiments

Seq2seq Model For Sohu 2019 ⭐ 28

完全端到端的核心实体识别与情感预测

Weeklyforecasting ⭐ 21

This repository contains the experiments related with a new baseline model that can be used in forecasting weekly time series. This model uses the forecasts of 4 sub-models: TBATS, Theta, Dynamic Harmonic Regression ARIMA and a global Recurrent Neural Network (RNN), and optimally combine them using lasso regression.

Code Mixed Dialog ⭐ 17

G-HER algorithm

Samplernn ⭐ 12

Topic Rnn ⭐ 9

Implementation (in progress) of Dieng et al.'s TopicRNN intended to be used as a baseline and starting point.

Rnn Time To Event ⭐ 8

An approximation of Recurrent Neural Networks to predict the Time to an Event

Sista Rnn ⭐ 8

Code for a recurrent neural network (RNN) created by unfolding the sequential ISTA (SISTA) algorithm for sequential sparse coding

add CNN as an attention to LSTM

Tf_classification ⭐ 6

基于RNN CNN RNN-Attention中文文本分类

Tensorrnn ⭐ 5

Source repo for tensor-train recurrent neural network for long-term forecasting

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