Package: sr 0.1.0
Wayne Haythorn
sr: Smooth Regression - The Gamma Test and Tools
Finds causal connections in precision data, finds lags and embeddings in time series, guides training of neural networks and other smooth models, evaluates their performance, gives a mathematically grounded answer to the over-training problem. Smooth regression is based on the Gamma test, which measures smoothness in a multivariate relationship. Causal relations are smooth, noise is not. 'sr' includes the Gamma test and search techniques that use it. References: Evans & Jones (2002) <doi:10.1098/rspa.2002.1010>, AJ Jones (2004) <doi:10.1007/s10287-003-0006-1>.
Authors:
sr_0.1.0.tar.gz
sr_0.1.0.zip(r-4.5)sr_0.1.0.zip(r-4.4)sr_0.1.0.zip(r-4.3)
sr_0.1.0.tgz(r-4.4-any)sr_0.1.0.tgz(r-4.3-any)
sr_0.1.0.tar.gz(r-4.5-noble)sr_0.1.0.tar.gz(r-4.4-noble)
sr_0.1.0.tgz(r-4.4-emscripten)sr_0.1.0.tgz(r-4.3-emscripten)
sr.pdf |sr.html✨
sr/json (API)
NEWS
| # Install 'sr' in R: |
| install.packages('sr', repos = c('https://haythorn.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/haythorn/sr/issues
Last updated 2 years agofrom:4aaaf353c7. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 19 2024 |
| R-4.5-win | OK | Nov 19 2024 |
| R-4.5-linux | OK | Nov 19 2024 |
| R-4.4-win | OK | Nov 19 2024 |
| R-4.4-mac | OK | Nov 19 2024 |
| R-4.3-win | OK | Nov 19 2024 |
| R-4.3-mac | OK | Nov 19 2024 |
Exports:fe_searchgamma_histogramgamma_testget_Mlistincreasing_searchint_to_intMaskmask_histogrammoving_window_searchselect_by_mask
Dependencies:base64encbriocallrclicolorspacecpp11crayondescdiffobjdigestdplyrevaluatefansifarverfastmapfsgenericsggplot2gluegtablehmshtmltoolsisobandjsonlitelabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgbuildpkgconfigpkgloadpraiseprettyunitsprocessxprogresspsR6RANNRColorBrewerrlangrprojrootscalestestthattibbletidyselectutf8vctrsvdiffrviridisLitewaldowithrxml2
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Full Embedding Search | fe_search |
| Plot Histogram of Gammas | gamma_histogram |
| Estimate Smoothness in an Input/output Dataset | gamma_test |
| Discover how Gamma varies with sample size | get_Mlist |
| Henon Map | henon_x |
| Increasing Embedding Search engine, used by get/plot increasing_search | increasing_search |
| Integer to Vector Bitmask | int_to_intMask |
| Mask Histogram | mask_histogram |
| Mackey-Glass time delayed differential equation | mgls |
| Moving Window Search | moving_window_search |
| Select by Mask | select_by_mask |