Official repository for the paper "Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting" (ICML 2024)
☆25Jul 25, 2024Updated last year
Alternatives and similar repositories for higp
Users that are interested in higp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆16Mar 3, 2025Updated last year
- Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)☆25Apr 1, 2025Updated last year
- Pytorch (PyG) and Tensorflow (Keras/Spektral) implementation of Total Variation Graph Neural Network (TVGNN), as presented at ICML 2023.☆20Mar 15, 2025Updated last year
- Simple code for the tutorial on Polynomial Nets.☆13Jan 19, 2023Updated 3 years ago
- Official repository for the wind forecasting experiments reported in the paper "PeakWeather: MeteoSwiss Weather Station Measurements for …☆17Feb 5, 2026Updated 5 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code and dataset to test empirically the expressive power of graph pooling operators presented as presented at NeurIPS 2023☆35Nov 8, 2023Updated 2 years ago
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆22Apr 17, 2025Updated last year
- Graph Echo State Networks for Pytorch☆25Jun 27, 2023Updated 3 years ago
- Synthetic graph generator☆13Nov 7, 2023Updated 2 years ago
- Official repository for the paper "Relational Conformal Prediction for Correlated Time Series" (ICML 2025)☆18Jul 7, 2025Updated last year
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆49Oct 10, 2023Updated 2 years ago
- Extensive time series analysis of chinese PM2.5 content, using models from ARMA and VAR to LSTMs and dynamic time warping clustering☆12Aug 17, 2019Updated 6 years ago
- A pytorch-based implementation of Dirichlet Process Mixture Model (DPMM)☆13Apr 20, 2026Updated 3 months ago
- The library for pooling in Graph Neural Networks made for Pytorch Geometric☆59Apr 21, 2026Updated 3 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 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
- An offical implementation of STDN: "Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting." (AAAI 202…☆40Jan 16, 2026Updated 6 months ago
- clustering moroccan stocks time series data using k-means with dtw (dynamic time warping)☆10Feb 8, 2022Updated 4 years ago
- Implementation of the BNPool layer and code to reproduce the experiments in "Bayesian Nonparametric GNNs for graph pooling and clustering…☆15Apr 1, 2026Updated 3 months ago
- A high-resolution, benchmark-ready dataset for spatiotemporal weather modeling☆17Mar 22, 2026Updated 3 months ago
- Implementation of a list sweeper: instead of the cartesian product, sweep over the zipped list☆28Mar 17, 2025Updated last year
- Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)☆10Oct 3, 2022Updated 3 years ago
- Clustering & Time Series Forecasting of Milan's Telecommunication data☆19Feb 15, 2023Updated 3 years ago
- tsl: a PyTorch library for processing spatiotemporal data.☆383Jun 25, 2026Updated 3 weeks ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆39Dec 25, 2024Updated last year
- OCF's DataPipe based dataloader for training and inference☆15Jun 2, 2025Updated last year
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆63May 23, 2023Updated 3 years ago
- Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).☆74Feb 7, 2023Updated 3 years ago
- Research code for avalanche detection in ground-based photographs with deep learning☆14Jul 10, 2023Updated 3 years ago
- Test several Python map frameworks☆11Feb 16, 2016Updated 10 years ago
- Optimal forecast reconciliation with time series selection☆10Oct 23, 2024Updated last year
- Code repository for "Multi-Task Encoder-Dual-Decoder Modeling Framework on Mixed Frequency Data", International Journal of Forecasting, 2…☆13Feb 18, 2024Updated 2 years ago
- ☆15Aug 13, 2023Updated 2 years 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.
- The official repository for the paper "Deep learning for dynamic graphs: models and benchmarks" accepted at IEEE TNNLS☆27Jul 10, 2024Updated 2 years ago
- Matlab implementation of TCK☆12Jul 5, 2019Updated 7 years ago
- Official repo to paper☆12Jan 15, 2023Updated 3 years ago
- ETNgen: A temporal graph generator based on Egocentric Temporal Motifs☆15Aug 11, 2023Updated 2 years ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆12Jun 15, 2023Updated 3 years ago
- PiX: Dynamic Channel Sampling for ConvNets (CVPR 2024)☆13Jun 14, 2024Updated 2 years ago
- ☆12Aug 15, 2023Updated 2 years ago