KDD 2025: "Predicting the Dynamics of Complex Systems via Multiscale Diffusion Autoencoder"
☆18Jun 2, 2025Updated 9 months ago
Alternatives and similar repositories for MDPNet
Users that are interested in MDPNet are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting☆20Jan 8, 2026Updated 2 months ago
- NPDiff: A Universal Noise Prior Framework for Diffusion-based Mobile Traffic Prediction☆21May 20, 2025Updated 9 months ago
- [IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.☆14Oct 3, 2024Updated last year
- ☆18Oct 16, 2025Updated 4 months ago
- Dynamic Spectral Graph Anomaly Detection accepted by AAAI2025☆21Apr 12, 2025Updated 10 months ago
- Neural Manifold Operators (KDD 2024)☆25Dec 10, 2024Updated last year
- Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models☆28Apr 18, 2022Updated 3 years ago
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated last year
- ☆30Apr 15, 2024Updated last year
- ☆47Aug 6, 2025Updated 7 months ago
- The Generative AOD Adversarial Neural Network (GANN) is a neural network model used for satellite aerosol retrieval.☆10Jan 9, 2024Updated 2 years ago
- This study develops a non-invasive electronic nose system for real-time infection monitoring in neonatal incubators by identifying pathog…☆11Oct 13, 2025Updated 4 months ago
- [ICML 25] "Preference Optimization for Combinatorial Optimization Problems"☆24Jun 6, 2025Updated 9 months ago
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆48Aug 2, 2025Updated 7 months ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Feb 21, 2023Updated 3 years ago
- Synthetic Accessibility via Fragment Assembly Generation☆19Feb 1, 2026Updated last month
- A Benchmark Model Simulator for Process Control and Monitoring☆10Apr 17, 2025Updated 10 months ago
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆12Nov 21, 2025Updated 3 months ago
- DeepSOZ: A Robust Deep Model for Joint Temporal and Spatial Seizure Onset Localization from Multichannel EEG Data☆10Jul 24, 2024Updated last year
- [MM 2024]☆27Jun 13, 2025Updated 8 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43May 2, 2024Updated last year
- Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"☆33Apr 13, 2021Updated 4 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15May 4, 2021Updated 4 years ago
- Disordered protein ensemble prediction☆12Feb 19, 2026Updated 2 weeks ago
- Research sources on graph-based anomaly detection☆13Nov 29, 2022Updated 3 years ago
- Knowledge graph enhanced LLM for binding affinity prediction☆14Aug 20, 2024Updated last year
- Code for our SIGKDD'25 paper Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Miss…☆19Jun 17, 2025Updated 8 months ago
- Multi-scale Signed Recurrence Plot Based Time Series Classification Using Inception Architectural Networks☆10Jul 11, 2023Updated 2 years ago
- Discriminator for Model Docking☆11Dec 20, 2024Updated last year
- Weather4Cast 2023 NeurIPS Competition - RainAI☆15Dec 4, 2023Updated 2 years ago
- ☆10Oct 29, 2020Updated 5 years ago
- 2024 University of Reading data assimilation training course practical☆10May 19, 2025Updated 9 months ago
- Code used in Tiukhova et al. (2022). Influencer Detection with Dynamic Graph Neural Networks. TGL@Neurips 2022.☆11Feb 9, 2023Updated 3 years ago
- iAETA(基于大数据与AI的地震临震预测) /todo☆13Jun 3, 2024Updated last year
- The code repository for ICML25 paper "Understanding the Limits of Deep Tabular Methods with Temporal Shift"☆13May 1, 2025Updated 10 months ago
- [ICML 2025] OneForecast: A Universal Framework for Global and Regional Weather Forecasting☆205Mar 1, 2026Updated last week
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆42Sep 2, 2025Updated 6 months ago
- [AAAI 2023] Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis☆42Oct 4, 2023Updated 2 years ago
- Implementation of the Influence Maximization Benchmarker (IMB)☆14Aug 10, 2023Updated 2 years ago