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ms0810's Projects

complexci icon complexci

The c++ implementation of Collective Influence (CI) algorithm in Complex Network with DataCastle Competition Solution

da-rnn icon da-rnn

Pytorch implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction https://arxiv.org/pdf/1704.02971.pdf

dansmp icon dansmp

Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks

deepfacelab icon deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

deeppipe icon deeppipe

[KDD 2023] Deep Pipeline Embeddings for AutoML

dva icon dva

Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://arxiv.org/abs/2309.00073

finformer icon finformer

The implementation for IEEE BigData '23 paper "Finformer: A Static-dynamic Spatiotemporal Framework for Stock Trend Prediction"

hist icon hist

The source code and data of the paper "HIST: A Graph-based Framework for Stock Trend Forecasting via Mining Concept-Oriented Shared Information".

lsre-caan icon lsre-caan

Jiahao Li, Yong Zhang, Xingyu Yang, and Liangwei Chen. "Online portfolio management via deep reinforcement learning with high-frequency data" Information Processing & Management, 2023, 60(3): 103247.

multi-gcgru icon multi-gcgru

The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"

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