BorealisAI / scaleformer
☆122Updated last year
Related projects ⓘ
Alternatives and complementary repositories for scaleformer
- Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)☆100Updated last year
- FITS: Frequency Interpolation Time Series Analysis Baseline☆126Updated 2 months ago
- Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping☆68Updated last year
- ☆143Updated 2 months ago
- Time Series Forecasting, Distribution Shift☆72Updated last year
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆73Updated 7 months ago
- PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)☆219Updated last year
- Transformer based model for time series prediction☆120Updated 2 years ago
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆70Updated last week
- ☆95Updated 2 years ago
- Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"☆140Updated 7 months ago
- [ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters". …☆143Updated this week
- About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…☆112Updated 6 months ago
- Official code for "The Capacity and Robustness Trade-off: Revisiting the Channel Independent Strategy for Multivariate Time Series Foreca…☆54Updated 5 months ago
- This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotli…☆193Updated 7 months ago
- ☆49Updated last year
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆67Updated 4 months ago
- Open-Source Implementations of Large Time-Series Models☆74Updated this week
- MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing☆197Updated last year
- ☆66Updated 8 months ago
- Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.☆188Updated last month
- ☆126Updated 4 months ago
- This repository contains the pytorch code for the 2023 ICASSP paper "Preformer: Predictive Transformer with Multi-Scale Segment-wise Corr…☆42Updated last year
- The official repository of the SegRNN paper: "Segment Recurrent Neural Network for Long-Term Time Series Forecasting." This work is devel…☆103Updated last week
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆157Updated 3 months ago
- [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis☆78Updated 2 months ago
- This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…☆82Updated 6 months ago
- ☆78Updated last year
- RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift☆272Updated last month
- ☆59Updated 6 months ago