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This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotlight), https://openreview.net/forum?id=vpJMJerXHU
Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)
[IoT 2024] The official implementation of "Cocv: A compression algorithm for time-series data with continuous constant values in IoT-based monitoring systems". This work is developed by the Lab of …
[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…
Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Forecasting.
[ICML 2024] A novel, efficient approach combining convolutional operations with adaptive spectral analysis as a foundation model for different time series tasks
This repository contains notebook implementations of the following Neural Process variants: Conditional Neural Processes (CNPs), Neural Processes (NPs), Attentive Neural Processes (ANPs).
Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group
This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the …
Generalized Uncertainty-Based Evidential Fusion with Hybrid Multi-Head Attention for Weak-Supervised Temporal Action Localization
Official implementation of "Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting"
heyuanpengpku / awesome-semi-supervised-learning
Forked from yassouali/awesome-semi-supervised-learning😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
heyuanpengpku / Awesome-Realistic-Semi-Supervised-Learning
Forked from RabbitBoss/Awesome-Realistic-Semi-Supervised-LearningAn awesome paper list of Semi-Supervised Learning under realistic settings.
xinyyhu / OpenSees
Forked from OpenSees/OpenSeesOpenSees Source Code Repository
a fork
xinyyhu / Informer2020_yy
Forked from zhouhaoyi/Informer2020The GitHub repository for the paper "Informer" accepted by AAAI 2021.
a exercise from patrickloeber in youtube
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
wyl010607 / pyAspenPlus
Forked from Shen-SJ/pyAspenPlusThis is a Python package for AspenPlus manipulating.
wyl010607 / MOPSO_python
Forked from DevilYangS/MOPSO_pythonbased on the version of "https://github.com/dreamoffeature/mopso", which has too many mistakes, I rewrite the MOPSO algorithm
DIST Dataset: A detailed month-long data collection from a methanol distillation process
the code of paper STC-SDE: Trustworthy Multivariate Time Series Prediction for Industrial Process Control
Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts
A Library for Advanced Deep Time Series Models.