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awesome-time-series-segmentation-papers Public
Forked from lzz19980125/awesome-time-series-segmentation-papersThis repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.
MATLAB GNU General Public License v3.0 UpdatedFeb 19, 2025 -
FilterNet Public
Forked from aikunyi/FilterNetOfficial implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"
Python UpdatedDec 3, 2024 -
Time-series-classification-and-clustering-with-Reservoir-Computing Public
Forked from FilippoMB/Time-series-classification-and-clustering-with-Reservoir-ComputingLibrary for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.
Python MIT License UpdatedNov 23, 2024 -
torchdiffeq Public
Forked from rtqichen/torchdiffeqDifferentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
Python MIT License UpdatedNov 21, 2024 -
diffrax Public
Forked from patrick-kidger/diffraxNumerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
Python Apache License 2.0 UpdatedNov 18, 2024 -
BasicTS Public
Forked from GestaltCogTeam/BasicTSA Fair and Scalable Time Series Forecasting Benchmark and Toolkit.
Python Apache License 2.0 UpdatedNov 5, 2024 -
Time-MoE Public
Forked from Time-MoE/Time-MoETime-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts 10000
Python Apache License 2.0 UpdatedOct 25, 2024 -
RATD Public
Forked from stanliu96/RATDCodes for "Retrieval-Augmented Diffusion Models for Time Series Forecasting"
Python MIT License UpdatedOct 25, 2024 -
ATFNet Public
Forked from YHYHYHYHYHY/ATFNetOfficial implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting
Shell UpdatedOct 22, 2024 -
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SSMTool Public
Forked from jain-shobhit/SSMToolComputation of invariant manifolds in high-dimensional mechanics problems
MATLAB GNU General Public License v3.0 UpdatedOct 9, 2024 -
SparseTSF Public
Forked from lss-1138/SparseTSF[ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters". This work is developed by the Lab of Professor Weiwei Lin (l…
Python Apache License 2.0 UpdatedSep 28, 2024 -
VisionTS Public
Forked from Keytoyze/VisionTSCode for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".
Python MIT License UpdatedSep 18, 2024 -
CONTIME Public
Forked from sheoyon-jhin/CONTIMEAddressing prediction delays in time series forecasting: A continuous GRU Approach with derivative regularization
Python UpdatedSep 13, 2024 -
catch22 Public
Forked from DynamicsAndNeuralSystems/catch22catch22: CAnonical Time-series CHaracteristics
C GNU General Public License v3.0 UpdatedAug 20, 2024 -
FITS Public
Forked from VEWOXIC/FITSFITS: Frequency Interpolation Time Series Analysis Baseline
Jupyter Notebook Apache License 2.0 UpdatedAug 19, 2024 -
Nonstationary_Transformers Public
Forked from thuml/Nonstationary_TransformersCode release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/abs/2205.14415
Python MIT License UpdatedAug 19, 2024 -
ClimODE Public
Forked from Aalto-QuML/ClimODEClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
Python MIT License UpdatedAug 6, 2024 -
ts2vec Public
Forked from zhihanyue/ts2vecA universal time series representation learning framework
Python MIT License UpdatedJul 29, 2024 -
NIT-RC Public
Forked from Machine-learning-and-complex-systems/NIT-RCCode for the paper "Learning noise-induced transitions by multi-scaling reservoir computing" (https://arxiv.org/abs/2309.05413).
Jupyter Notebook UpdatedJul 14, 2024 -
FreDF Public
Forked from Master-PLC/FreDFRepository for "FreDF: Learning to Forecast in the Transformed Domain"
Shell MIT License UpdatedJul 3, 2024 -
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HoGRC Public
Forked from CsnowyLstar/HoGRCHigher-order Granger reservoir computing
Python MIT License UpdatedMay 28, 2024 -
torchsde Public
Forked from google-research/torchsdeDifferentiable SDE solvers with GPU support and efficient sensitivity analysis.
Python Apache License 2.0 UpdatedMay 25, 2024 -
awesome-kan Public
Forked from mintisan/awesome-kanA comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold N…
UpdatedMay 23, 2024 -
kan-polar Public
Forked from mpoluektov/kan-polarKolmogorov-Arnold Networks in MATLAB
MATLAB MIT License UpdatedMay 15, 2024 -
TimesURL Public
Forked from Alrash/TimesURLThe implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"
Python MIT License UpdatedMay 13, 2024 -
pykan Public
Forked from KindXiaoming/pykanKolmogorov Arnold Networks
Jupyter Notebook MIT License UpdatedMay 8, 2024 -
Time-Series-Library Public
Forked from thuml/Time-Series-LibraryA Library for Advanced Deep Time Series Models.
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