Alternatives and similar repositories for TKAT:

Users that are interested in TKAT are comparing it to the libraries listed below

• remigenet / TKAN
  TKAN: Temporal Kolmogorov-Arnold Networks
  ☆190Updated 2 months ago
• remigenet / SigKAN
  SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
  ☆43Updated 3 months ago
• MSD-IRIMAS / Simple-KAN-4-Time-Series
  A simple feature-based time series classifier using Kolmogorov–Arnold Networks
  ☆111Updated 6 months ago
• 2448845600 / EasyTSF
  Kolmogorov Arnold Network (KAN) for Time Series Forecasting (TSF)
  ☆88Updated 3 weeks ago
• Atik-Ahamed / TimeMachine
  TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting
  ☆170Updated 7 months ago
• Leopold2333 / Bi-Mamba4TS
  ☆41Updated 4 months ago
• mauricekraus / xLSTM-Mixer
  ☆66Updated 3 months ago
• nzl5116190 / Basisformer
  This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…
  ☆90Updated 3 months ago
• emadeldeen24 / TSLANet
  [ICML 2024] A novel, efficient approach combining convolutional operations with adaptive spectral analysis as a foundation model for diff…
  ☆161Updated 5 months ago
• MTS-BenchMark / MvTS
  Multivariate Time Series Repository
  ☆63Updated last year
• PingChang818 / TDSTF
  ☆69Updated last year
• TROUBADOUR000 / AMD
  PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)
  ☆33Updated 7 months ago
• romilbert / samformer
  Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Fo…
  ☆148Updated 2 months ago
• VEWOXIC / FITS
  FITS: Frequency Interpolation Time Series Analysis Baseline
  ☆158Updated 3 months ago
• kyegomez / xLSTM
  Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"
  ☆118Updated last month
• chenzRG / Fredformer
  ☆75Updated this week
• hoangthangta / BSRBF_KAN
  Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)
  ☆24Updated last month
• Water2sea / TPGN
  Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.
  ☆71Updated 2 months ago
• aikunyi / FreTS
  Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"
  ☆163Updated 11 months ago
• YHYHYHYHYHY / ATFNet
  Official implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting
  ☆108Updated 4 months ago
• Yanjun-Zhao / GCformer
  ☆52Updated last year
• SpaceLearner / JacobiKAN
  Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.
  ☆36Updated 9 months ago
• weifantt / Dish-TS
  Time Series Forecasting, Distribution Shift
  ☆77Updated last year
• lich99 / TiDE
  Unofficial Implementation of Long-term Forecasting with TiDE: Time-series Dense Encoder
  ☆51Updated last year
• XiudingCai / MambaTS-pytorch
  Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting
  ☆28Updated 5 months ago
• wxie9 / CARD
  ☆75Updated last year
• SJTU-DMTai / LIFT
  The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Lead…
  ☆82Updated 4 months ago
• ML4ITS / TimeVQVAE
  [official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model"…
  ☆129Updated 2 weeks ago
• aikunyi / FilterNet
  Official implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"
  ☆163Updated last month