PlanHouse

PlanHouse's Stars

• thuml/Time-Series-Library

  A Library for Advanced Deep Time Series Models.

  Language:Python7.6k785601.2k

• scikit-learn-contrib/imbalanced-learn

  A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

  Language:Python6.9k1436021.3k

• zhouhaoyi/Informer2020

  The GitHub repository for the paper "Informer" accepted by AAAI 2021.

  Language:Python5.6k395881.2k

• qingsongedu/time-series-transformers-review

  A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

  2.6k621248

• lucidrains/reformer-pytorch

  Reformer, the efficient Transformer, in Pytorch

  Language:Python2.1k54121256

• thuml/Autoformer

  About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

  Language:Jupyter Notebook2k15208432

• ysyisyourbrother/SYSU_Notebook

  本项目分享了中山大学计算机学院本科和研究生阶段的课程资料、笔记、期末考试卷和其他实用的相关资源。希望对同学们的学习有所帮助❤️，如果喜欢记得给个star🌟

  Language:Python1.7k122260

• NX-AI/xlstm

  Official repository of the xLSTM.

  Language:Python1.6k1857115

• thuml/iTransformer

  Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

  Language:Python1.4k10147230

• qingsongedu/awesome-AI-for-time-series-papers

  A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

  1.3k563128

• laiguokun/multivariate-time-series-data

  787157169

• zhangxu0307/time_series_forecasting_pytorch

  time series forecasting using pytorch，including ANN,RNN,LSTM,GRU and TSR-RNN，experimental code

  Language:Python3826469

• FilippoMB/Time-series-classification-and-clustering-with-Reservoir-Computing

  Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.

  Language:Python35820785

• GestaltCogTeam/STEP

  Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.

  Language:Python34675838

• qingsongedu/Awesome-SSL4TS

  A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).

  29511421

• salesforce/ETSformer

  PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

  Language:Python26791042

• RuifMaxx/Multidimensional-time-series-with-transformer

  transformer/self-attention for Multidimensional time series forecasting 使用transformer架构实现多维时间预测

  Language:Jupyter Notebook2263340

• HiddenSharp/LSTM-SVM-RF-time-series

  Regression prediction of time series data using LSTM, SVM and random forest. 使用LSTM、SVM、随机森林对时间序列数据进行回归预测，注释拉满。

  Language:Jupyter Notebook1823038

• jsyoon0823/Time-series-prediction

  Basic RNN, LSTM, GRU, and Attention for time-series prediction

  Language:Python1541423

• E-Renshaw/kuramoto-sivashinsky

  A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB

  Language:Python25125

• QCmonk/Qmemristor

  Code base for quantum memristor

  Language:Python19115

• gallicch/EulerStateNetworks

  Language:Python15103

• qianlima-lab/Scale-teaching

  This is an official pytorch implementation for paper "Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels" (NeurIPS-23).

  Language:Python14201

• qingsongedu/ICML2022-FEDformer

  Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting

  Language:Python9100

• PlanHouse/Asynchronous-Deep-Reservoir-Computation-ADRC

  Reference: Bo Y C , Wang P , Zhang X . An asynchronously deep reservoir computing for predicting chaotic time series[J]. Applied Soft Computing, 2020, 95(6):106530. https://doi.org/10.1016/j.asoc.2020.106530 Also, the code can implement ESN, Li-ESN and Deep-ESN by adjusting the key parameters.

  Language:MATLAB80

• Tsinghua-LEMON-Lab/Rotating-neurons-reservoir

  Rotating neurons reservoir is a hardware architecture for implementing resource-efficient reservoir computing. The code is a simulator for NARMA10 task, achieving record-low error.

  Language:MATLAB8202

• ENGRsao/Reservoir-Computer

  This repository implement a reservoir computer using Matlab simulation. It harness the nonlinearity property of optical fiber in achieving a reservoir. Optical fiber is used to serve as the nonlinear node in the reservoir and also serve as the delay loop

  Language:MATLAB7100

• awikner/res-noise-stabilization

  Language:Python5101

• boxaio/TDRC-Chaos

  Language:MATLAB1101

• tasteSoGood/Ten_Lectures_on_Wavelets

  Language:Python1