TongjiFinLab / awesome-financial-time-series-forecasting
Awesome financial time series forecasting papers and codes
☆28Updated this week
Alternatives and similar repositories for awesome-financial-time-series-forecasting:
Users that are interested in awesome-financial-time-series-forecasting are comparing it to the libraries listed below
- Implementation of AAAI-24 CI-STHPAN: Pre-Trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergrap…☆42Updated 6 months ago
- ☆61Updated 2 years ago
- MATCC: A Novel Approach for Robust Stock Price Prediction Incorporating Market Trends and Cross_time Correlations☆30Updated 2 months ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆52Updated 3 years ago
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆90Updated 3 weeks ago
- ☆42Updated 10 months ago
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆28Updated 11 months ago
- 复现AAAI-21-STHAN-SR☆10Updated last year
- ☆33Updated 5 months ago
- Papers for AI + quantitative investment☆97Updated 4 months ago
- ☆13Updated 7 months ago
- A study on volume-price factor stock selection model based on wavelet transform and multitask self-attention network☆50Updated 6 months ago
- Open code for PriceGraph☆68Updated 8 months ago
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆125Updated 2 years ago
- The code of PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability☆20Updated last year
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆50Updated 2 years ago
- ☆18Updated 3 years ago
- ☆26Updated 2 weeks ago
- StockFormer: A Swing Trading Strategy Based on STL Decomposition and Self-Attention Networks☆96Updated 8 months ago
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆85Updated 6 months ago
- Contrastive Multi-granularity Learning for Stock Trend Prediction☆22Updated 3 years ago
- ☆49Updated 2 years ago
- A Pytorch implementation of paper "Temporal Relational Ranking for Stock Prediction"☆43Updated 2 years ago
- Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction☆69Updated 9 months ago
- ☆67Updated 7 months ago
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆70Updated 5 months ago
- ☆54Updated 3 years ago
- Financial time series forecasting with multi-modality graph neural network☆41Updated last year
- Relational Temporal Graph Convolutional Network for Ranking-based Stock Prediction☆36Updated 3 years ago
- Reproduce AAAI22-FactorVAE☆57Updated last year