WaveletLSTM

Wavelet Based LSTM Model

CRAN Package

A wavelet-based LSTM model is a type of neural network architecture that uses wavelet technique to pre-process the input data before passing it through a Long Short-Term Memory (LSTM) network. The wavelet-based LSTM model is a powerful approach that combines the benefits of wavelet analysis and LSTM networks to improve the accuracy of predictions in various applications. This package has been developed using the algorithm of Anjoy and Paul (2017) and Paul and Garai (2021) doi:10.1007/s00521-017-3289-9 doi:10.1007/s00500-021-06087-4.

  • Version0.1.0
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release04/06/2023

Team


Insights

Last 30 days

This package has been downloaded 179 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 10 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
3 downloadsMar 16, 2025
2 downloadsMar 17, 2025
11 downloadsMar 18, 2025
8 downloadsMar 19, 2025
7 downloadsMar 20, 2025
10 downloadsMar 21, 2025
4 downloadsMar 22, 2025
1 downloadsMar 23, 2025
9 downloadsMar 24, 2025
3 downloadsMar 25, 2025
3 downloadsMar 26, 2025
4 downloadsMar 27, 2025
12 downloadsMar 28, 2025
1 downloadsMar 29, 2025
2 downloadsMar 30, 2025
2 downloadsMar 31, 2025
7 downloadsApr 1, 2025
2 downloadsApr 2, 2025
1 downloadsApr 3, 2025
3 downloadsApr 4, 2025
9 downloadsApr 5, 2025
7 downloadsApr 6, 2025
5 downloadsApr 7, 2025
4 downloadsApr 8, 2025
8 downloadsApr 9, 2025
3 downloadsApr 10, 2025
10 downloadsApr 11, 2025
20 downloadsApr 12, 2025
8 downloadsApr 13, 2025
10 downloadsApr 14, 2025
0 downloadsApr 15, 2025
0 downloadsApr 16, 2025
0 downloadsApr 17, 2025
0 downloadsApr 18, 2025
0 downloadsApr 19, 2025
1
20

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,302 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Aug 21, 2024 with 26 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports6 packages