koa-fin / dvaLinks
Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://arxiv.org/abs/2309.00073
☆97Updated 11 months ago
Alternatives and similar repositories for dva
Users that are interested in dva are comparing it to the libraries listed below
Sorting:
- ☆66Updated 2 years ago
- Implementation of AAAI-24 CI-STHPAN: Pre-Trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergrap…☆1Updated 11 months ago
- Reproduce AAAI22-FactorVAE☆61Updated last year
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆129Updated 3 years ago
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆97Updated 5 months ago
- The code of PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability☆23Updated 2 years ago
- Contrastive Multi-granularity Learning for Stock Trend Prediction☆23Updated 4 years ago
- Open code for PriceGraph☆71Updated last year
- ☆49Updated 3 years ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆53Updated 3 years ago
- Official Implementation of SimStock : Representation Model for Stock Similarities☆78Updated 11 months ago
- PyTorch implementation of FactorVAE☆68Updated 6 months ago
- Awesome financial time series forecasting papers and codes☆118Updated 3 weeks ago
- Relational Temporal Graph Convolutional Network for Ranking-based Stock Prediction☆46Updated 3 years ago
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆53Updated 3 years ago
- StockFormer: A Swing Trading Strategy Based on STL Decomposition and Self-Attention Networks☆108Updated last year
- A curated list of time series prediction resources.☆53Updated 3 years ago
- ☆44Updated 3 months ago
- This repository hosts the code for the SAMBA model, proposed in our IEEE ICASSP paper "Mamba Meets Financial Markets: A Graph-Mamba Appro…☆54Updated last month
- Financial time series forecasting with multi-modality graph neural network☆46Updated last year
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆44Updated last year
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆28Updated 3 months ago
- This forked repo additionally includes our DoubleAdapt (KDD'23) and MASTER (AAAI'24) for re-experiment.☆126Updated 5 months ago
- ☆104Updated 3 years ago
- Repository for "StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series" accepted by AAAI…☆70Updated last year
- ☆25Updated last year
- ☆40Updated last year
- ☆30Updated last year
- ☆54Updated 3 years ago
- Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction☆84Updated last year