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Expand file tree Collapse file tree Original file line number Diff line number Diff line change 11Package: caretForecast
2- Title: Time Series Forecasting Using Caret Infrastructure
3- Version: 0.0.3
2+ Title: Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms
3+ Version: 0.1.1
44Authors@R:
55 person(given = "Resul",
66 family = "Akay",
77 role = c("aut", "cre"),
88 email = "resulakay1@gmail.com")
9- Description: Recursive time series forecast using Caret infrastructure.
10- The models are selected based on time series cross-validation and
11- forecasting is done recursively.
9+ Description: The caretForecast package makes it easy to create conformal time
10+ series forecasts using the caret infrastructure. The primary function ARml
11+ provides access to state-of-the-art machine learning models for forecasting
12+ applications. The hyperparameter of each model is selected based on time series
13+ cross-validation, and forecasting is done recursively.
1214License: GPL (>= 3)
1315URL: https://github.com/Akai01/caretForecast
1416BugReports: https://github.com/Akai01/caretForecast/issues
1517Depends:
16- R (>= 3.2.0 )
18+ R (>= 3.6 )
1719Imports:
1820 forecast (>= 8.15),
1921 caret (>= 6.0.88),
2022 magrittr (>= 2.0.1),
21- methods (>= 4.1.1)
23+ methods (>= 4.1.1),
24+ dplyr (>= 1.0.9),
25+ generics (>= 0.1.3)
2226Suggests:
2327 Cubist (>= 0.3.0),
2428 knitr (>= 1.29),
2529 testthat (>= 2.3.2)
2630Encoding: UTF-8
2731LazyData: true
2832Roxygen: list(markdown = TRUE)
29- RoxygenNote: 7.1.2
33+ RoxygenNote: 7.2.1
Original file line number Diff line number Diff line change 1+ # caretForecast 0.1.1
2+
13# caretForecast 0.0.3
24
35# caretForecast 0.0.2
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