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wolfhu's Projects

information-extraction-chinese icon information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

informer2020 icon informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

is13 icon is13

RNN for Spoken Language Understanding

kbqa-bert icon kbqa-bert

基于知识图谱的问答系统,BERT做命名实体识别和句子相似度,分为online和outline模式

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

keras-dcgan icon keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

keras-resnet icon keras-resnet

Residual networks implementation using Keras-1.0 functional API

kg-bert icon kg-bert

KG-BERT: BERT for Knowledge Graph Completion

ksi icon ksi

This repository contains codes for Knowledge Source Intergration (KSI) framework

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

line icon line

LINE: Large-scale information network embedding

lstm icon lstm

Some implementations for lstm

lstm-fcn icon lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

lstmrelatedness icon lstmrelatedness

Attempt at using LSTMs to predict semantic relatedness of sentences (a la Tai et al. in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks, Kai Sheng Tai, Richard Socher, and Christopher D. Manning)

maddpg icon maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

matchzoo icon matchzoo

Facilitating the design, comparison and sharing of deep text matching models.

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