资源分类
》 资源 》算法》LSTNet_Pytorch

LSTNet_Pytorch

2020-01-14 | |  43 |   0 |   0

Time series forecasting

Research paper:

Modeling Long and Short-Term Temporal Patterns with Deep Neural Networks.(https://arxiv.org/abs/1703.07015)

Dataset:

You can download the datasets mentioned in the paper at https://github.com/laiguokun/multivariate-time-series-data.

Bash script:

We give the examples to run different datasets in ele.sh, traffic.sh, solar.sh and stock.sh.

Environment and Dependencies:

  1. Create Conda Environment with Python 3.7

  2. Install compatible PyTorch from https://pytorch.org/

  3. Create folder data and clone the dataset

  4. Run any Bash file on cmd or Power shell (windows)


上一篇：LSTNet-Gluon

下一篇：deep_sort_yolov3

用户评价
全部评价

热门资源

  • Keras-ResNeXt

    Keras ResNeXt Implementation of ResNeXt models...

  • seetafaceJNI

    项目介绍 基于中科院seetaface2进行封装的JAVA...

  • spark-corenlp

    This package wraps Stanford CoreNLP annotators ...

  • capsnet-with-caps...

    CapsNet with capsule-wise convolution Project ...

  • inferno-boilerplate

    This is a very basic boilerplate example for pe...