lancopku / CGMLinks
Code for IJCAI 2021 main conference paper "Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling"
☆23Updated 3 years ago
Alternatives and similar repositories for CGM
Users that are interested in CGM are comparing it to the libraries listed below
Sorting:
- ☆49Updated 3 years ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆53Updated 3 years ago
- Code for Exploring the Scale-Free Nature of Stock Markets: Hyperbolic Graph Learning for Algorithmic Trading at WWW 2021☆20Updated 3 years ago
- LeonardoBerti00 / Data-Normalization-for-Bilinear-Structures-in-High-Frequency-Financial-Time-series-BiN-TABLPytorch implementation of BIN-TABL from Data Normalization for Bilinear Structures in HF Financial Time-series☆10Updated 9 months ago
- ☆34Updated 2 years ago
- The source code and data of the paper "Instance-wise Graph-based Framework for Multivariate Time Series Forecasting".☆31Updated 3 years ago
- This github repo contains my replicate experiments of paper 'Enhancing Stock Movement Prediction with Adversarial Training'.☆20Updated 4 years ago
- ☆16Updated 3 years ago
- Open code for PriceGraph☆71Updated last year
- Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative Network☆14Updated 3 months ago
- ☆54Updated 3 years ago
- ☆66Updated 2 years ago
- Custom Loss functions for asset return prediction with deep learning regression☆34Updated 2 years ago
- Multi-scale Two-way Deep Neural Network☆43Updated 4 years ago
- Official implementation of PRUDEX-Compass☆47Updated last year
- This is a non-official implementation of the trend labeling method proposed in the paper "A Labeling Method for Financial Time Series Pre…☆40Updated 4 months ago
- repository for accepted paper in BigData 2022 conference☆11Updated last year
- Blaze☆15Updated 3 years ago
- ☆30Updated last year
- Official Implementation of SimStock : Representation Model for Stock Similarities☆78Updated 11 months ago
- ☆25Updated last year
- Implementation of AAAI-24 CI-STHPAN: Pre-Trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergrap…☆1Updated 11 months ago
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆28Updated 3 months ago
- Relation-Aware Transformer for Portfolio Policy Learning using Binance provider☆23Updated 4 years ago
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆129Updated 3 years ago
- Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis☆35Updated 6 years ago
- ☆51Updated 4 years ago
- Official Implementation of Stop-loss adjusted labels for machine learning-based trading of risky assets☆18Updated last year
- A Pytorch implementation of paper "Temporal Relational Ranking for Stock Prediction"☆45Updated 3 years ago
- A framework for training and evaluating deep learning models in Quantitative trading domain☆49Updated 5 years ago