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@@ -2,7 +2,7 @@ Package: rEDM | |
Type: Package | ||
Title: Empirical Dynamic Modeling ('EDM') | ||
Version: 1.15.0 | ||
Date: 2023-10-19 | ||
Date: 2023-10-21 | ||
Authors@R: c( person("Joseph", "Park", role = c("aut", "cre"), | ||
email = "[email protected]", | ||
comment = c(ORCID = "0000-0001-5411-1409")), | ||
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#### rEDM NEWS | ||
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2023-07-03 version 1.14.2 <[email protected]> | ||
2023-10-21 version 1.15.0 <[email protected]> | ||
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--- | ||
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##### NOTES: | ||
- It is recommended to use functions: `Simplex`, `SMap`, `CCM`, `Embed`, `Multiview`, `EmbedDimension`, `PredictInterval`, `PredictNonlinear`, `ComputeError` instead of the legacy version 0.7 signatures. See Version 1.3 notes. | ||
- It is required as of version 1.15 to use functions: `Simplex`, `SMap`, `CCM`, `Embed`, `Multiview`, `EmbedDimension`, `PredictInterval`, `PredictNonlinear`, `ComputeError` instead of the legacy version 0.7 signatures. See Version 1.3 notes. | ||
- Rcpp imposes a 20 parameter limit on functions. The rEDM wrapper of [cppEDM](https://github.com/SugiharaLab/cppEDM#empirical-dynamic-modeling-edm) therefore does not invoke the full cppEDM API. Users requiring the full API are referred to the [pyEDM](https://pypi.org/project/pyEDM/) wrapper. | ||
- `SMap` linear system solver regularization: The R [glmnet](https://CRAN.R-project.org/package=glmnet) package does not seperate the model from the data. This prevents integration in rEDM. Users requiring `SMap` regularization are referred to the [pyEDM](https://pypi.org/project/pyEDM/) wrapper. | ||
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--- | ||
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##### Version 1.15 | ||
- `SMap()` `ignoreNan` parameter added. If `ignoreNan` is `TRUE` (default) the library is redefined to ignore embedding vectors with nan. If `ignoreNan` is `FALSE` no change is made, the user can manually specify library segments in `lib`. | ||
- `SMap()` return list includes data.frame of SVD singular values. | ||
- `noTime` parameter added, default `FALSE`. If `noTime` is `TRUE` the first column of the data is not required to be a time vector. A row index vector will be inserted and passed to cppEDM. | ||
- `const_pred` parameter removed due to Rcpp 20 parameter limit. | ||
- `CCM()` `replacement` parameter removed. | ||
- Legacy overload functions removed. | ||
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##### Version 1.14 | ||
- cppEDM core added `generateLibrary` parameter to `Simplex()` and `SMap()`. If `TRUE` the state-space library has newly generated points added. Not available due to Rcpp 20 parameter limit. | ||
- Version 1.14.2 Remove CCM multivariable warning, positive tau warning. Add Embedding application. | ||
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