StockFormer: A Swing Trading Strategy Based on STL Decomposition and Self-Attention Networks
☆127May 17, 2024Updated 2 years ago
Alternatives and similar repositories for Stockformer
Users that are interested in Stockformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A study on volume-price factor stock selection model based on wavelet transform and multitask self-attention network☆108May 16, 2025Updated last year
- PyTorch implementation for Paper "StockFormer: Learning Hybrid Trading Machines with Predictive Coding".☆352May 6, 2024Updated 2 years ago
- Implmentation of Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context (AAAI24)☆18Feb 16, 2024Updated 2 years ago
- [Likelihood Lab Project 2024] Official Repository for The Technical Report, Label Unbalance in High-frequency Trading☆30Mar 20, 2025Updated last year
- Official code implementation of AAAI 2024 paper "StockMixer: A Simple yet Strong MLP-based Architecture for Stock Price Forecasting".☆365Mar 19, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆115Dec 25, 2024Updated last year
- ☆29Jan 1, 2025Updated last year
- ☆35Jan 1, 2025Updated last year
- ☆137Jan 9, 2025Updated last year
- ☆12Apr 17, 2021Updated 5 years ago
- Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative Network☆14Feb 25, 2025Updated last year
- Official implementation of Multi-relational graph diffusion neural network with parallel retention for stock trends classification. In IC…☆18May 12, 2026Updated last month
- ☆30Jul 21, 2023Updated 2 years ago
- ☆68Feb 7, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Apply Box&Tiao to generate stationary price spread series in steel industry commodity futures market for pair trading☆14Dec 11, 2022Updated 3 years ago
- X-Trend: Few-Shot Learning Patterns in Financial Time-Series for Trend-Following Strategies☆93Feb 25, 2024Updated 2 years ago
- The source code for the paper☆28Jul 3, 2023Updated 3 years ago
- ☆71Feb 27, 2024Updated 2 years ago
- ☆144Jul 19, 2024Updated last year
- Our codebase trials provide an implementation of the Select and Trade paper, which proposes a new paradigm for pair trading using hierar…☆133Aug 31, 2023Updated 2 years ago
- Financial Prior-Data Fitted Network (regression)☆23Dec 12, 2025Updated 6 months ago
- Official implementation of PRUDEX-Compass☆54Jun 21, 2023Updated 3 years ago
- Initially a fork of the GitHub repository for the paper "Informer" accepted by AAAI 2021. Heavily modified since then.☆15Apr 7, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A Practical Application of Hidden Markov Model to Kalman Filter-Based Pairs Trading☆21May 4, 2021Updated 5 years ago
- ☆213Mar 29, 2023Updated 3 years ago
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆108Mar 17, 2025Updated last year
- Top paper collection for stock price prediction, quantitative trading. Covering top conferences and journals like KDD, WWW, CIKM, AAAI, I…☆467Sep 29, 2025Updated 9 months ago
- Pytorch implementation of DeepLOB-ATT and DeepLOB-Seq2Seq from Multi Horizon Forecasting for Limit Order Books☆14Feb 4, 2023Updated 3 years ago
- Accepted at AAAI 25 Workshop Long Research Paper☆28Jun 6, 2025Updated last year
- pseudocode and algorithms for the paper "Alpha$^2$: Discovering Logical Formulaic Alphas using Deep Reinforcement Learning"☆206Jul 2, 2024Updated 2 years ago
- ☆69Jun 16, 2024Updated 2 years ago
- This code accompanies the the paper Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture (https://arxiv.o…☆631Mar 19, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 🚂💨 Deep Momentum Networks for Time Series Strategies☆135Apr 26, 2020Updated 6 years ago
- Cryptocurrency Trading with Reinforcement Learning based on Backtrader☆47Jan 9, 2025Updated last year
- Official Implementation of SimStock : Representation Model for Stock Similarities☆88Jun 17, 2024Updated 2 years ago
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆107Jul 3, 2024Updated 2 years ago
- Blaze☆17Jun 19, 2021Updated 5 years ago
- alpha投研示例☆96Feb 5, 2026Updated 4 months ago
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆34Feb 28, 2025Updated last year