yuanns

yuanns's Stars

• studyHooligen/Hot-Air-Control-System

  这是一个热风控制系统嵌入式项目，基于STM32F1芯片和RT-Thread实时系统开发出温度闭环控制和风速控制

  Language:C134

• rohansampson/Symbolic-Representation-on-LSTMs-and-Transformers

  Comparing Time Series Forecasting using LSTMs and Transformer Models with Symbolic Representation:

  Language:Jupyter Notebook3

• cure-lab/LTSF-Linear

  [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

  Language:Python2k439

• mounalab/Multivariate-time-series-forecasting-keras

  This project provides implementations with Keras/Tensorflow of some deep learning algorithms for Multivariate Time Series Forecasting: Transformers, Recurrent neural networks (LSTM and GRU), Convolutional neural networks, Multi-layer perceptron

  Language:Python6620

• zshicode/Deep-Learning-Based-State-Estimation

  Incorporating Transformer and LSTM to Kalman Filter with EM algorithm

  Language:Python12023

• loongbc/RetNet-for-Traffic-Flow-Prediction

  Language:Python1

• takotab/fastseq

  A way to use N-Beats in fastai for sequence data

  Language:Jupyter Notebook609

• AutuanLiu/Kalman-Filter

  :books::watermelon: Kalman Filter for ARX or NARX models' parameters estimation.

  Language:Jupyter Notebook144

• Crafter3149/AIdea--

  DNN-LSTM-XGboost-FCN

  Language:Jupyter Notebook5

• LongxingTan/Time-series-prediction

  tfts: Time Series Deep Learning Models in TensorFlow

  Language:Python816164

• 100askTeam/01_all_series_quickstart

  Part I videos: Quick Start from weidongshan's Linux video Tutorials

  Language:C365171

• Sanyam-Mehta/TPA-LSTM-PyTorch

  This is the PyTorch implementation of TPA-LSTM

  Language:Python5815

• shunyaoshih/TPA-LSTM

  Temporal Pattern Attention for Multivariate Time Series Forecasting

  Language:Python697186

• zhykoties/TimeSeries

  Implementation of deep learning models for time series in PyTorch.

  Language:Python37098

• BTDLOZC-SJTU/TimeSeriesResearch

  这个开源项目主要是对经典的时间序列预测算法论文进行复现，模型主要参考自GluonTS，框架主要参考自Informer

  Language:Python1218

• salesforce/DeepTime

  PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)

  Language:Python35164

• EvilPsyCHo/Deep-Time-Series-Prediction

  Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

  Language:Python55979

• PatientEz/CNN-BiLSTM-Attention-Time-Series-Prediction_Keras

  CNN+BiLSTM+Attention Multivariate Time Series Prediction implemented by Keras

  Language:Python55993

• chickenbestlover/RNN-Time-series-Anomaly-Detection

  RNN based Time-series Anomaly detector model implemented in Pytorch.

  Language:Python1.2k318

• jctaillandier/rnn

  Various rnn implementations (Vanilla, GRU, Transformer/Attention)

  Language:Python31

• SUMORAN/Attention-Based-BiLSTM-sentence-classify

  Industry chain data test：Sentence classify Bi-GRU-att

  Language:Python218

• HelloCC1422/CNN-BiGRU-Attention

  CNN-BiGRU-Attention模型

  Language:Python776

• degula326/Univariate-Time-Series-Prediction-CNN-RNN-GRU1

  Language:Python43

• devjwsong/recosa-dialogue-generation-pytorch

  The PyTorch implementation of ReCoSa(the Relevant Contexts with Self-attention) for dialogue generation using the multi-head attention and GRU.

  Language:Python212

• Zhenye-Na/DA-RNN

  📃 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch Implementation of DA-RNN (arXiv:1704.02971)

  Language:Jupyter Notebook418139

• currylym/time-series-prediction-learning-record

  Learning Record about TSP

  5710

• Malachov/predictit

  Library/framework for making predictions. Automatically choose best models (ARIMA, regressions, MLP, LSTM...) from libraries like Scikit, Statsmodels or Tensorflow. Preprocess data and chose optimal parameters of prediction.

  Language:Python8

• eugeniashurko/rbfnnpy

  Radial Basis Function Neural Network implementation for Python

  Language:Python8131

• oliverguhr/transformer-time-series-prediction

  proof of concept for a transformer-based time series prediction model

  Language:Python1.3k241

• flaviagiammarino/lstnet-tensorflow

  TensorFlow implementation of LSTNet model for multivariate time series forecasting.

  Language:Python149