Contrastive Multi-granularity Learning for Stock Trend Prediction
☆24May 27, 2021Updated 4 years ago
Alternatives and similar repositories for CMLF
Users that are interested in CMLF are comparing it to the libraries listed below
Sorting:
- ☆30Mar 13, 2024Updated 2 years ago
- A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020. Please star. 🔥☆12Mar 13, 2023Updated 3 years ago
- ☆54Apr 2, 2022Updated 3 years ago
- Blaze☆17Jun 19, 2021Updated 4 years ago
- ☆18Feb 1, 2026Updated last month
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆134Apr 20, 2022Updated 3 years ago
- Code for Exploring the Scale-Free Nature of Stock Markets: Hyperbolic Graph Learning for Algorithmic Trading at WWW 2021☆20Jul 11, 2021Updated 4 years ago
- This project provides the source code of the paper "Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning (IEEE TKDE 2020)".☆17Jun 30, 2020Updated 5 years ago
- Implementation of Accurate Multivariate Stock Movement Prediction via Data-Axis Transformer with Multi-Level Contexts☆31May 1, 2022Updated 3 years ago
- Relation-Aware Transformer for Portfolio Policy Learning using Binance provider☆24Apr 6, 2021Updated 4 years ago
- Code for IJCAI 2021 main conference paper "Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based M…☆22Dec 24, 2021Updated 4 years 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
- ☆58Oct 29, 2021Updated 4 years ago
- ☆35Jan 1, 2025Updated last year
- ☆11Mar 31, 2024Updated last year
- Codes and data for CIKM 2022 paper "RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation"☆12Aug 16, 2022Updated 3 years ago
- ☆15Feb 26, 2024Updated 2 years ago
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆106Jul 3, 2024Updated last year
- Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative Network☆15Feb 25, 2025Updated last year
- ☆15Jan 11, 2021Updated 5 years ago
- classification sample code using Keras☆11Jan 10, 2018Updated 8 years ago
- ☆22Nov 27, 2024Updated last year
- ☆47Nov 16, 2021Updated 4 years ago
- The source code and data of the paper "HIST: A Graph-based Framework for Stock Trend Forecasting via Mining Concept-Oriented Shared Infor…☆291Jan 13, 2023Updated 3 years ago
- Unofficial PyTorch implementation of FactorVAE☆21Jun 1, 2023Updated 2 years ago
- ☆110Jun 8, 2021Updated 4 years ago
- ☆25Jan 1, 2025Updated last year
- The code for the paper "[ICLR'24]MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process"☆62Feb 26, 2024Updated 2 years ago
- HW1 for CS 687 - Time series clustering using dynamic time warping (DTW)☆11Mar 18, 2017Updated 9 years ago
- 🚂💨 Deep Momentum Networks for Time Series Strategies☆128Apr 26, 2020Updated 5 years ago
- Our codebase trials provide an implementation of the Select and Trade paper, which proposes a new paradigm for pair trading using hierar…☆131Aug 31, 2023Updated 2 years ago
- ☆92Nov 22, 2024Updated last year
- ☆118Nov 11, 2023Updated 2 years ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆58Aug 17, 2021Updated 4 years ago
- This resposity is a pre-released verison of Python code used in the paper "Asset pricing via the conditional quantile variational autoenc…☆17Jun 2, 2024Updated last year
- This repository contains solution for prediction of stock price returns☆14Sep 28, 2019Updated 6 years ago
- ☆53Jul 30, 2020Updated 5 years ago
- python爬取股市数据，并对各个行业股票行情、财务数据进行重构分析☆11Jul 26, 2020Updated 5 years ago
- MRC-LSTM: A Hybrid Approach of Multi-scale Residual CNN and LSTM to Predict Bitcoin Price☆11Jun 13, 2022Updated 3 years ago