jiafuei/vmd-rs

Variational Mode Decomposition in Rust.

vmd-rs

VMD, aka Variational Mode Decomposition, is a signal processing tool that decompse the input signal into different band-limited IMFs.

The implementation of this project is referenced from vmdpy with some slight changes.

Highlights

1. Consumes less memory
2. Handles odd number signal length
3. Rust

Using with cargo

[dependencies]
vmd-rs = "0.2.1"

Enabling BLAS

Blas integration is optional. See the blas section of ndarray on how to link to blas providers.

Using with Python

See vmdrs-py for an example.

Support

Maybe build issues, thats it. I don't understand signal processing. I just translated the Python code to Rust and added some optimizations along the way.

Feel free to make a PR for changes you would like to see.

Credits

• Vinícius R. Carvalho et al.
• LordZachery

Contribution

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in the work by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.

vmd-rs's Issues

Issues with Odd-numbered Signal Length in VMD-RS Build

I followed the instructions to build the project with Rust and imported VMD from "vmdpy". However, the inconsistency in length still persists when I use an odd-numbered signal length. Did I fail to build vmd-rs properly?