The code of PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability
☆29Apr 3, 2023Updated 3 years ago
Alternatives and similar repositories for PEN
Users that are interested in PEN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Accurate Multivariate Stock Movement Prediction via Data-Axis Transformer with Multi-Level Contexts☆34May 1, 2022Updated 4 years ago
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆15Jun 27, 2025Updated last year
- ☆16Oct 6, 2021Updated 4 years ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆58Aug 17, 2021Updated 4 years ago
- Deep direct reinforcement learning for financial signal representation and trading☆31Oct 7, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [ACL2023] Datasets for Causality-Guided Multi-Memory Interaction Network for Multivariate Stock Price Movement Prediction☆38Sep 13, 2023Updated 2 years ago
- [AAAI 2025] Official Implementation of "HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting"☆19Feb 17, 2025Updated last year
- This is the repository for the collection of Graph Neural Network for Financial Technology.☆28Jan 4, 2022Updated 4 years ago
- ☆22Oct 28, 2024Updated last year
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆109Mar 17, 2025Updated last year
- ☆67Nov 25, 2020Updated 5 years ago
- Contrastive Multi-granularity Learning for Stock Trend Prediction☆25May 27, 2021Updated 5 years ago
- Code for the paper Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting☆42Jun 13, 2024Updated 2 years ago
- 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
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆26Apr 28, 2024Updated 2 years ago
- This repository contains the main code used in the paper "Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limi…☆71Mar 19, 2023Updated 3 years ago
- implementation of ACL2018: Stock Movement Prediction from Tweets and Historical Prices☆12Nov 19, 2018Updated 7 years ago
- Code for the paper "Multivariate Time Series Prediction of Complex Systems Based on Graph Neural Networks with Location Embedding Graph S…☆24Nov 21, 2022Updated 3 years ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆40Oct 12, 2023Updated 2 years ago
- A multivariate algorithm to detect breakpoints using multispectral time series.☆13Sep 19, 2024Updated last year
- The codes and data of paper "cST-ML: Continuous Spatial-Temporal Meta-Learning for Traffic Dynamics Prediction"☆10Aug 28, 2020Updated 5 years ago
- ☆51May 16, 2024Updated 2 years ago
- 2024CCF国际AIOps挑战赛-赛道二(GLM4):基于检索增强的运维知识问答挑战赛解决方案分享。☆14Jul 5, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Processing for a NYC traffic dataset☆12Sep 2, 2018Updated 7 years ago
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆51Sep 18, 2023Updated 2 years ago
- This repo contains all the codes and sample files for the "Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data…☆13May 19, 2022Updated 4 years ago
- Examplary code for NN, MFNN, DynNet, PINNs and CNN☆51Sep 12, 2021Updated 4 years ago
- Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.☆178Nov 30, 2021Updated 4 years ago
- Useful tools for pulling data from CalTrans-PeMS.☆11Jan 20, 2023Updated 3 years ago
- Crawl traffic data from PEMS☆10Jul 19, 2021Updated 5 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
- 软件测试入门所需的基础知识☆14Jan 18, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Graph Neural Network-based Surrogate Models for Finite Element Analysis☆10Sep 25, 2022Updated 3 years ago
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆14Sep 12, 2022Updated 3 years ago
- Papers for LLM and foundation models for time series analytics☆46Oct 15, 2024Updated last year
- https://arxiv.org/abs/2502.08942☆34Jun 30, 2026Updated 3 weeks ago
- [HKUST Template] A latex template for PhD Qualification Exam (AKA PQE), especially for ECE from 2022 and later.☆16Jan 2, 2023Updated 3 years ago
- Newton–Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems☆11Oct 19, 2023Updated 2 years ago
- Adaptation of Monte Carlo and SARSA algorithms (Reinforcement Learning) for learning the policy of sellers/ buyers in stock market☆12Jul 23, 2018Updated 8 years ago