midas-research / multimodal-financial-forecasting
☆18Updated 4 years ago
Alternatives and similar repositories for multimodal-financial-forecasting:
Users that are interested in multimodal-financial-forecasting are comparing it to the libraries listed below
- Code for PROFIT: Quantitative Day Trading From Natural Language Using Reinforcement Learning at NAACL 2021☆27Updated 3 years ago
- ☆34Updated last year
- Code for WWW-20 Paper: HTML: Hierarchical Transformer-based Multi-task Learning for Volatility Prediction☆59Updated last year
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆42Updated last year
- Code for IJCAI 2021 main conference paper "Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based M…☆23Updated 3 years ago
- ☆49Updated 3 years ago
- This repository relates to the paper "Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market Oppor…☆21Updated 3 years ago
- ☆19Updated 3 years ago
- TensorFlow implementation of Z. Hu et al. "Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Predict…☆29Updated 7 months ago
- The PyTorch implementation of "Modeling Financial Time Series using LSTM with Trainable Initial Hidden States"☆11Updated 4 years ago
- Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading." In Findings of ACL2021☆111Updated 3 years ago
- ☆10Updated 3 years ago
- A framework for training and evaluating deep learning models in Quantitative trading domain☆50Updated 5 years ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆53Updated 3 years ago
- Transformer and MultiTransformer layers for stock volatility forecasting purposes☆66Updated 3 years ago
- TweetFinSent: A Dataset of Stock Sentiments on Twitter☆12Updated 2 years ago
- ☆15Updated 3 years ago
- Codes for the paper Stock Trading Volume Prediction with Dual-Process Meta-Learning accepted by ECML PKDD 2022☆35Updated 2 years ago
- repository for accepted paper in BigData 2022 conference☆11Updated last year
- Open code for PriceGraph☆71Updated 11 months ago
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆51Updated 2 years ago
- ☆63Updated 4 years ago
- This github repo contains my replicate experiments of paper 'Enhancing Stock Movement Prediction with Adversarial Training'.☆20Updated 4 years ago
- FinanceGPT-B☆10Updated last year
- Relation-Aware Transformer for Portfolio Policy Learning using Binance provider☆22Updated 4 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
- Differential Privacy-inspired LSTM for Stock Prediction Using Financial News. NeurIPS Robust AI in Financial Services 2019.☆34Updated 4 years ago
- Model news data in short, medium and long term for stock price trend prediction☆21Updated 7 years ago
- ☆10Updated 5 years ago
- 1th: Kaggle Jane Street Market Prediction: AE MLP+xgb☆41Updated 3 years ago