lvksh / 2020WN_CS545
Try to implement Hybrid Attention Net mentioned in 'Listening to Chaotic Whispers'
☆11Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for 2020WN_CS545
- TensorFlow implementation of Z. Hu et al. "Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Predict…☆29Updated 2 months ago
- ☆59Updated 4 years ago
- 这个项目使用tushare中所有的财经快讯新闻(2018年至今)训练了tfhub中预训练模型bert-base-chinese模型,使之更加符合中文的财经新闻语境。☆12Updated last year
- For Chinese comments, the Finbert model was used to conduct polarity analysis and predict stock price rise☆23Updated 3 years ago
- ☆16Updated 2 years ago
- 复现AAAI-21-STHAN-SR☆10Updated last year
- Unofficial PyTorch implementation of FactorVAE☆15Updated last year
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆52Updated 3 years ago
- Stock prediction from news with deep learning☆8Updated 6 years ago
- ☆53Updated 4 years ago
- ☆10Updated 6 months ago
- ☆49Updated 2 years ago
- ☆18Updated 3 years ago
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆47Updated 2 years ago
- Code for PROFIT: Quantitative Day Trading From Natural Language Using Reinforcement Learning at NAACL 2021☆27Updated 3 years ago
- Code for IJCAI 2021 main conference paper "Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based M…☆23Updated 2 years ago
- Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading." In Findings of ACL2021☆101Updated 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
- A dataset of financial news is used to fine-tune BERT in order to extract investment opportunities.☆25Updated 3 years ago
- ☆61Updated 3 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
- ☆54Updated 2 years ago
- ☆14Updated 3 years ago
- Code for WWW-20 Paper: HTML: Hierarchical Transformer-based Multi-task Learning for Volatility Prediction☆56Updated 10 months ago
- Model news data in short, medium and long term for stock price trend prediction☆20Updated 6 years ago
- ☆10Updated 2 years ago
- Stock price prediction visualization app powered by LSTMs for forecasting and FinBERT for sentiment analysis☆15Updated 3 years ago
- 基于基因表达式规划算法的因子挖掘☆25Updated 3 years ago
- Apply Box&Tiao to generate stationary price spread series in steel industry commodity futures market for pair trading☆11Updated last year
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆28Updated 9 months ago