Shuqi-li / PENLinks
The code of PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability
☆25Updated 2 years ago
Alternatives and similar repositories for PEN
Users that are interested in PEN are comparing it to the libraries listed below
Sorting:
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆103Updated last year
- ☆72Updated 2 years ago
- ☆57Updated 4 years ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆57Updated 4 years ago
- Relational Temporal Graph Convolutional Network for Ranking-based Stock Prediction☆47Updated 4 years ago
- Contrastive Multi-granularity Learning for Stock Trend Prediction☆24Updated 4 years ago
- Awesome time series forecasting papers and codes☆186Updated last week
- ☆20Updated 9 months ago
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆53Updated 3 years ago
- ☆15Updated last year
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆106Updated 10 months ago
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆132Updated 3 years ago
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆47Updated 2 years ago
- ☆19Updated 4 years ago
- PyTorch Implementation of FinMamba☆43Updated 4 months ago
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆33Updated 8 months ago
- Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction☆97Updated last year
- This repository hosts the code for the SAMBA model, proposed in our IEEE ICASSP paper "Mamba Meets Financial Markets: A Graph-Mamba Appro…☆90Updated last month
- ☆68Updated last year
- ☆107Updated 4 years ago
- Implementation of Accurate Multivariate Stock Movement Prediction via Data-Axis Transformer with Multi-Level Contexts☆30Updated 3 years ago
- 强化学习进行量化金融☆38Updated 3 years ago
- ☆53Updated 8 months ago
- Code for Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting☆42Updated 4 years ago
- This is the implementation of the paper "Pre-training Time Series Models with Stock Data Customization"☆28Updated 5 months ago
- The official implementation of "FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts"☆36Updated 7 months ago
- This forked repo additionally includes our DoubleAdapt (KDD'23) and MASTER (AAAI'24) for re-experiment.☆138Updated 10 months ago
- Open code for PriceGraph☆73Updated last year
- ☆40Updated 2 years ago
- Reproduce AAAI22-FactorVAE☆67Updated 2 years ago