Official repository for the paper "Relational Conformal Prediction for Correlated Time Series" (ICML 2025)
☆18Jul 7, 2025Updated last year
Alternatives and similar repositories for corel
Users that are interested in corel are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The library for pooling in Graph Neural Networks made for Pytorch Geometric☆62Apr 21, 2026Updated 5 months ago
- Official repository for the paper "Causally reliable Concept Bottleneck Models" (NeurIPS 2025)☆15Jul 27, 2025Updated last year
- Implementation of the BNPool layer and code to reproduce the experiments in "Bayesian Nonparametric GNNs for graph pooling and clustering…☆16Apr 1, 2026Updated 6 months ago
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆17Mar 3, 2025Updated last year
- Code and dataset to test empirically the expressive power of graph pooling operators presented as presented at NeurIPS 2023☆34Nov 8, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Pytorch (PyG) and Tensorflow (Keras/Spektral) implementation of Total Variation Graph Neural Network (TVGNN), as presented at ICML 2023.☆20Mar 15, 2025Updated last year
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆50Oct 10, 2023Updated 3 years ago
- Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)☆25Apr 1, 2025Updated last year
- Simple code for the tutorial on Polynomial Nets.☆13Jan 19, 2023Updated 3 years ago
- Implementation of a list sweeper: instead of the cartesian product, sweep over the zipped list☆28Mar 17, 2025Updated last year
- A pytorch-based implementation of Dirichlet Process Mixture Model (DPMM)☆13Apr 20, 2026Updated 5 months ago
- Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-D…☆15Jan 2, 2025Updated last year
- Official repository for the wind forecasting experiments reported in the paper "PeakWeather: MeteoSwiss Weather Station Measurements for …☆17Feb 5, 2026Updated 8 months ago
- Conformal Prediction for Time Series with Modern Hopfield Networks☆85May 28, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆36Sep 23, 2026Updated 2 weeks ago
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆22Apr 17, 2025Updated last year
- Code supporting "Unraveling the mesoscale organization induced by network-driven processes", PNAS☆13Jul 17, 2024Updated 2 years ago
- Code for "Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling" (TNNLS 2020).☆23Dec 9, 2020Updated 5 years ago
- Graph Echo State Networks for Pytorch☆25Jun 27, 2023Updated 3 years ago
- Official Code of "Error-quantified Conformal Inference for Time Series", ICLR 2025☆25Feb 2, 2025Updated last year
- ☆10Jan 4, 2024Updated 2 years ago
- Research code for avalanche detection in ground-based photographs with deep learning☆14Jul 10, 2023Updated 3 years ago
- Deep Learning And Applied Artificial Intelligence Project 2019/2020 - Molecular Synthesis & Reconstruction☆13Aug 31, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The official repository for the paper "Deep learning for dynamic graphs: models and benchmarks" accepted at IEEE TNNLS☆27Jul 10, 2024Updated 2 years ago
- tsl: a PyTorch library for processing spatiotemporal data.☆388Sep 25, 2026Updated 2 weeks ago
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆60Jul 31, 2025Updated last year
- A tutorial for the 2018 paper Accurate Uncertainties for Deep Learning Using Calibrated Regression by Kuleshov et al.☆53Dec 20, 2019Updated 6 years ago
- ☆11Dec 22, 2024Updated last year
- VQ-TR repository☆12Apr 18, 2024Updated 2 years ago
- This is an official pytorch implementation for paper "Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series" (ICML-25).☆20May 2, 2025Updated last year
- Official implementation of the paper "GRAPES: Learning to Sample Graphs for Scalable Graph Neural Networks".☆14Apr 1, 2025Updated last year
- [ICLR 2025] Official implementation of "Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting"☆32Oct 30, 2025Updated 11 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A library for soft differentiable relaxations of common PyTorch functions.☆81Jun 28, 2026Updated 3 months ago
- ☆13Jun 27, 2024Updated 2 years ago
- ☆12Apr 10, 2025Updated last year
- ☆14Nov 18, 2025Updated 10 months ago
- Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets" (ICML 2024 spotlight)☆21Jul 16, 2024Updated 2 years ago
- Network Density of States (https://arxiv.org/abs/1905.09758) (KDD 2019)☆25Jul 21, 2019Updated 7 years ago
- An Echo State Network module for PyTorch.☆244Oct 14, 2025Updated 11 months ago