Code release for "Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models" https://arxiv.org/abs/2402.03659
☆172May 16, 2024Updated 2 years ago
Alternatives and similar repositories for sep
Users that are interested in sep are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- STHN: Simplifying Temporal Heterogeneous Network for Continuous-Time Link Prediction [CIKM 2023]☆11Oct 30, 2023Updated 2 years ago
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆107Mar 17, 2025Updated last year
- Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs, International Conference on Machine Learning (ICML), 2025☆15Jun 23, 2025Updated 11 months ago
- [ACL2023] Datasets for Causality-Guided Multi-Memory Interaction Network for Multivariate Stock Price Movement Prediction☆37Sep 13, 2023Updated 2 years ago
- CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables [ICML 2024]☆23Feb 5, 2026Updated 4 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆108Jul 3, 2024Updated last year
- ☆763Apr 3, 2026Updated 2 months ago
- UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting (WWW 2024)☆112Feb 24, 2024Updated 2 years ago
- ☆71Feb 27, 2024Updated 2 years ago
- Code and Data for M3A: Multimodal Multi-speaker Mergers & Acquisitions at ACL-IJCNLP 2021 (main)☆16Jun 1, 2021Updated 5 years ago
- FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design☆908Aug 18, 2024Updated last year
- ☆65Feb 27, 2026Updated 3 months ago
- ☆15Jan 13, 2020Updated 6 years ago
- PyTorch implementation for Paper "StockFormer: Learning Hybrid Trading Machines with Predictive Coding".☆350May 6, 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.
- A comprehensive dataset for stock movement prediction from tweets and historical stock prices.☆679Mar 6, 2019Updated 7 years ago
- PyTorch implementation of FactorVAE☆99Nov 21, 2024Updated last year
- code and data for Continuous-Time Graph Learning for Cascade Popularity Prediction, IJCAI 2023☆11Jul 3, 2023Updated 2 years ago
- A new framework, collaborative cascade prediction based on graph neural networks (CCasGNN) to jointly utilize the structural characterist…☆10Dec 8, 2021Updated 4 years ago
- Data and Model implementation for paper: FinDKG: Dynamic Knowledge Graph with Large Language Models for Global Finance☆191Jul 24, 2024Updated last year
- ☆69Jun 16, 2024Updated last year
- Official code implementation of AAAI 2024 paper "StockMixer: A Simple yet Strong MLP-based Architecture for Stock Price Forecasting".☆362Mar 19, 2024Updated 2 years ago
- Reproduce AAAI22-FactorVAE☆69Sep 18, 2023Updated 2 years ago
- Astock☆244Jul 26, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repository contains related work, benchmarks and datasets for the paper "Large Language Models in Finance (FinLLMs)".☆373Apr 10, 2025Updated last year
- Language model for investment analysis☆13Dec 11, 2023Updated 2 years ago
- Source code for Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers☆19May 29, 2024Updated 2 years ago
- This is the official code and supplementary materials for our AAAI-2024 paper: MASTER: Market-Guided Stock Transformer for Stock Price Fo…☆493Jun 26, 2025Updated 11 months ago
- Code for stock movement prediction from tweets and historical stock prices.☆232Mar 6, 2019Updated 7 years ago
- CANV: Co-Authorship Network Visualization.☆16Mar 10, 2024Updated 2 years ago
- Official implementation of TGTSF in "Beyond Trend and Periodicity: Guiding Time Series Forecasting with Textual Cues"☆46Apr 22, 2025Updated last year
- ☆23Aug 7, 2023Updated 2 years ago
- Code used in Tiukhova et al. (2022). Influencer Detection with Dynamic Graph Neural Networks. TGL@Neurips 2022.☆11Feb 9, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository is the official implementation of "Dynamic Graph Information Bottleneck (DGIB)" accepted by the research tracks of The We…☆16Jan 27, 2024Updated 2 years ago
- TBDATA 2023. STCF: Spatial-Temporal Contrasting for Fine-Grained Urban Flow inference.☆12Mar 12, 2024Updated 2 years ago
- Python Implementation of the Paper "Attention based dynamic graph neural network for asset pricing" -Published in Global Finance Journal☆14Oct 11, 2023Updated 2 years ago
- ☆12Feb 24, 2023Updated 3 years ago
- ☆74Aug 31, 2024Updated last year
- Pytorch Implementation for paper "Adversarial Graph Disentanglement"☆13Jul 18, 2023Updated 2 years ago
- Hybrid Deep Sequential Modeling for Social Text-Driven Stock Prediction-Dataset☆22Aug 19, 2018Updated 7 years ago