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ms0810's Projects

adv-alstm icon adv-alstm

Code for paper "Enhancing Stock Movement Prediction with Adversarial Training" IJCAI 2019

ci-sthpan icon ci-sthpan

Implementation of AAAI-24 CI-STHPAN: Pre-Trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph

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

deep-live-cam icon deep-live-cam

real time face swap and one-click video deepfake with only a single image (uncensored)

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"

hats icon hats

HATS: A Hierarchical Graph Attention Network for Stock Movement 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".

hyper-stockgat-www icon hyper-stockgat-www

Code for Exploring the Scale-Free Nature of Stock Markets: Hyperbolic Graph Learning for Algorithmic Trading at WWW 2021

lift icon lift

The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators.

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