TongjiFinLab / awesome-financial-time-series-forecasting
Awesome financial time series forecasting papers and codes
☆18Updated last month
Related projects ⓘ
Alternatives and complementary repositories for awesome-financial-time-series-forecasting
- ☆54Updated 2 years ago
- Implementation of AAAI-24 CI-STHPAN: Pre-Trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergrap…☆38Updated 4 months ago
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆47Updated 2 years ago
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆28Updated 9 months ago
- ☆18Updated 3 years ago
- 复现AAAI-21-STHAN-SR☆10Updated last year
- A study on volume-price factor stock selection model based on wavelet transform and multitask self-attention network☆43Updated 4 months ago
- Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction☆61Updated 7 months ago
- StockFormer: A Swing Trading Strategy Based on STL Decomposition and Self-Attention Networks☆90Updated 6 months ago
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆80Updated 4 months ago
- Open code for PriceGraph☆68Updated 6 months ago
- Papers for AI + quantitative investment☆82Updated 2 months ago
- Code for Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting☆39Updated 3 years ago
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆86Updated 7 months ago
- ☆10Updated 6 months ago
- ☆50Updated 3 years ago
- Repository for "StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series" accepted by AAAI…☆49Updated 9 months ago
- The code of PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability☆19Updated last year
- ☆49Updated 2 years ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆52Updated 3 years ago
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆122Updated 2 years ago
- ☆65Updated 5 months ago
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆61Updated 4 months ago
- Official code implementation of AAAI 2024 paper "StockMixer: A Simple yet Strong MLP-based Architecture for Stock Price Forecasting".☆119Updated 8 months ago
- ☆14Updated 3 years ago
- Relational Temporal Graph Convolutional Network for Ranking-based Stock Prediction☆34Updated 3 years ago
- Financial time series forecasting with multi-modality graph neural network☆37Updated 10 months ago
- This is the official code and supplementary materials for our AAAI-2024 paper: MASTER: Market-Guided Stock Transformer for Stock Price Fo…☆167Updated last month
- ☆23Updated 2 months ago
- Official Implementation of SimStock : Representation Model for Stock Similarities☆69Updated 5 months ago