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…☆102Updated last year
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆53Updated 3 years ago
- ☆56Updated 3 years ago
- Relational Temporal Graph Convolutional Network for Ranking-based Stock Prediction☆46Updated 4 years ago
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆130Updated 3 years ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆57Updated 4 years ago
- ☆70Updated 2 years ago
- ☆13Updated last year
- Awesome time series forecasting papers and codes☆166Updated 2 weeks ago
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆46Updated 2 years ago
- Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction☆95Updated last year
- ☆20Updated 8 months ago
- This is code for Multi-period Learning for Financial Time Series Forecasting (MLF, published in KDD 2025), which incorporates multiple in…☆18Updated 3 weeks ago
- ☆19Updated 4 years ago
- Implementation of Accurate Multivariate Stock Movement Prediction via Data-Axis Transformer with Multi-Level Contexts☆30Updated 3 years ago
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆106Updated 8 months ago
- Contrastive Multi-granularity Learning for Stock Trend Prediction☆24Updated 4 years ago
- Code for Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting☆41Updated 4 years ago
- The official implementation of "FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts"☆33Updated 6 months ago
- ☆106Updated 4 years ago
- Financial time series forecasting with multi-modality graph neural network☆49Updated last year
- ☆54Updated last year
- An implementation of (Google）Long-term Time Series Forecasting with TiDE: Time-series Dense Encoder☆28Updated 2 years ago
- Code release for "Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models" https://arxiv.org/abs/2…☆151Updated last year
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆30Updated 6 months ago
- PyTorch Implementation of FinMamba☆41Updated 2 months ago
- ☆68Updated last year
- ☆50Updated 7 months ago
- ☆53Updated 3 years ago
- UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting (WWW 2024)☆101Updated last year