Cython implementation of L1 trend fitting.
Project description
cyL1TF
A Python library using Cython for using ℓ₁ (L1) trend filtering algorithm developed by Kim et al. (2009):
Kim, S. J., Koh, K., Boyd, S., & Gorinevsky, D. (2009). ℓ₁ trend filtering. SIAM review, 51(2), 339-360. DOI: 10.1137/070690274
Usage
import cyl1tf
fit = cyl1tf.calc_fit(xy, rel_scale=0.01)See example.ipynb.
Citation
Please cite this software using the DOI.
History
v0.1.3 (2022-04-20)
Fixed: Memory leak
v0.1.2 (2021-04-13)
Increment version to prevent pypi collision
v0.1.1 (2021-04-13)
Added MANIFEST
v0.1.0 (2020-08-12)
Initial release
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
cyl1tf-0.1.3.tar.gz
(37.9 kB
view details)
File details
Details for the file cyl1tf-0.1.3.tar.gz.
File metadata
- Download URL: cyl1tf-0.1.3.tar.gz
- Upload date:
- Size: 37.9 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.0 CPython/3.10.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | c3d02f2604cfb5e49976a8a11e7398854ed0be5870b822068008215bcb896cbe |
|
| MD5 | 01f295567912d166588fcae52500b60a |
|
| BLAKE2b-256 | b7c4622956f30ef7007237abb8f47f6aebdac913a36a62d9abd518895fb8b822 |
