☆14Jan 22, 2025Updated last year
Alternatives and similar repositories for bench
Users that are interested in bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI 2025] Official Implementation of "Auto-Regressive Moving Diffusion Models for Time Series Forecasting"☆119Feb 9, 2025Updated last year
- The code for FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting☆31May 11, 2025Updated last year
- accup kdd25☆10May 17, 2025Updated last year
- ☆40Jun 19, 2025Updated last year
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆60Jul 31, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆41Dec 25, 2024Updated last year
- The official implementation for the paper "ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecast…☆12May 22, 2025Updated last year
- ☆46Jul 25, 2024Updated 2 years ago
- Official implements for 'CPiRi: Channel Permutation-Invariant Relational Interaction for Multivariate Time Series Forecasting'.☆36Sep 4, 2026Updated last month
- This is an implementation of the paper: Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels (KDD 25)☆15Jan 17, 2025Updated last year
- ☆13Aug 8, 2024Updated 2 years ago
- ☆10Feb 21, 2023Updated 3 years ago
- Effective Dataset Distillation for Spatio-Temporal Forecasting with Bi-dimensional Compression (ICDE 26)☆15Aug 25, 2026Updated 2 months ago
- ☆13Nov 13, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆36Sep 23, 2026Updated last month
- ☆44Jun 7, 2023Updated 3 years ago
- This is the official code for the paper "Strip-MLP: Efficient Token Interaction for Vision MLP".☆13Feb 19, 2025Updated last year
- This is code for SEMixer: Semantics Enhanced MLP-Mixer for Multiscale Mixing and Long-term Time Series Forecasting (WWW 2026). SEMixer ca…☆16Jun 26, 2026Updated 4 months ago
- ☆19Jan 17, 2025Updated last year
- ☆15Jul 10, 2025Updated last year
- ☆66Apr 12, 2026Updated 6 months ago
- [ICLR 2026] GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables☆27Mar 10, 2026Updated 7 months ago
- [IJCAI 2026] Official implementation of "EventTSF: Event-Aware Non-Stationary Time Series Forecasting"☆22Jul 20, 2026Updated 3 months 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.
- ☆24Aug 14, 2025Updated last year
- [KDD 2025] TimeCapsule☆19May 9, 2026Updated 5 months ago
- This is the official repository for the ICLR 2025 Conference Paper - Fast and Slow Streams for Online Time Series Forecasting without Inf…☆19Apr 30, 2025Updated last year
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆15Jul 3, 2025Updated last year
- Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation (AAAI 2025)☆57Mar 7, 2025Updated last year
- [ICLR2025]Context-Alignment: Activating and Enhancing LLMs Capabilities in Time Series☆71Feb 21, 2025Updated last year
- WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)☆89Jun 17, 2026Updated 4 months ago
- Official repository for "TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data" (AAAI 2025).☆41Jul 29, 2025Updated last year
- ☆27Aug 19, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [AAAI 2025] Official implementation of "xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition"☆126Apr 15, 2025Updated last year
- ☆29Nov 6, 2024Updated last year
- The PyTorch implementation of "Modeling Financial Time Series using LSTM with Trainable Initial Hidden States"☆11Jul 15, 2020Updated 6 years ago
- ☆12May 14, 2025Updated last year
- Beyond MSE: Ordinal Cross-Entropy for Probabilistic Time Series Forecasting☆18Nov 17, 2025Updated 11 months ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆52Apr 7, 2023Updated 3 years ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆41Oct 12, 2023Updated 3 years ago