https://github.com/mdpetters/regularizationtools.jl
A Julia package to perform Tikhonov regularization for small to moderate size problems.
https://github.com/mdpetters/regularizationtools.jl
inverse-problems regularization-methods ridge-regression tikhonov-regularization
Last synced: 24 days ago
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A Julia package to perform Tikhonov regularization for small to moderate size problems.
- Host: GitHub
- URL: https://github.com/mdpetters/regularizationtools.jl
- Owner: mdpetters
- License: mit
- Created: 2020-09-17T15:03:09.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2022-11-30T16:44:44.000Z (over 3 years ago)
- Last Synced: 2025-11-10T01:12:43.054Z (4 months ago)
- Topics: inverse-problems, regularization-methods, ridge-regression, tikhonov-regularization
- Language: Julia
- Homepage: https://mdpetters.github.io/RegularizationTools.jl/stable/
- Size: 1.89 MB
- Stars: 12
- Watchers: 2
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# RegularizationTools
*A Julia package to perform Tikhonov regularization for small to moderate size problems.*
| **Documentation** | **Citations** |
|:-------------------------------------------------------------------------------:|:-------------------------------------------------------------------------------------------------------------------------------------------:|
| [![][docs-stable-img]][docs-stable-url] | [](https://doi.org/10.5194/amt-14-7909-2021) |
# Installation
The package can be installed from the Julia package prompt with
```julia
julia> ]add RegularizationTools
```
The closing square bracket switches to the package manager interface and the ```add``` command installs the package and any missing dependencies. To return to the Julia REPL hit the ```delete``` key.
To load the package run
```julia
julia> using RegularizationTools
```
## Documentation
- [**STABLE**][docs-stable-url] — **documentation of the most recently tagged version.**
## Project Status
The package is being developed for, Julia `1.5` and above.
## Citations
*If you use this package and publish your work, please cite:*
Petters, M. D.: Revisiting matrix-based inversion of scanning mobility particle sizer (SMPS) and humidified tandem differential mobility analyzer (HTDMA) data, Atmos. Meas. Tech., 14, 7909–7928, https://doi.org/10.5194/amt-14-7909-2021, 2021.
This work was supported by the United States Department of Energy, Office of Science, Biological and Environment Research, Grant number DE-SC0021074.
[docs-dev-img]: https://img.shields.io/badge/docs-dev-blue.svg
[docs-dev-url]: https://mdpetters.github.io/RegularizationTools.jl/latest/
[docs-stable-img]: https://img.shields.io/badge/docs-stable-blue.svg
[docs-stable-url]: https://mdpetters.github.io/RegularizationTools.jl/stable/