Package: mlapi 0.1.1
mlapi: Abstract Classes for Building 'scikit-learn' Like API
Provides 'R6' abstract classes for building machine learning models with 'scikit-learn' like API. <https://scikit-learn.org/> is a popular module for 'Python' programming language which design became de facto a standard in industry for machine learning tasks.
Authors:
mlapi_0.1.1.tar.gz
mlapi_0.1.1.zip(r-4.5)mlapi_0.1.1.zip(r-4.4)mlapi_0.1.1.zip(r-4.3)
mlapi_0.1.1.tgz(r-4.4-any)mlapi_0.1.1.tgz(r-4.3-any)
mlapi_0.1.1.tar.gz(r-4.5-noble)mlapi_0.1.1.tar.gz(r-4.4-noble)
mlapi_0.1.1.tgz(r-4.4-emscripten)mlapi_0.1.1.tgz(r-4.3-emscripten)
mlapi.pdf |mlapi.html✨
mlapi/json (API)
# Install 'mlapi' in R: |
install.packages('mlapi', repos = c('https://dselivanov.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 3 years agofrom:0995f8b84a. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 17 2024 |
R-4.5-win | OK | Nov 17 2024 |
R-4.5-linux | OK | Nov 17 2024 |
R-4.4-win | OK | Nov 17 2024 |
R-4.4-mac | OK | Nov 17 2024 |
R-4.3-win | OK | Nov 17 2024 |
R-4.3-mac | OK | Nov 17 2024 |
Exports:fitfit_transformmlapiDecompositionmlapiDecompositionOnlinemlapiEstimationmlapiEstimationOnlinemlapiTransformationmlapiTransformationOnline
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Fits model to data | fit fit.Matrix fit.matrix |
Fit model to the data, then transforms data | fit_transform fit_transform.Matrix fit_transform.matrix |
Base abstract class for all decompositions | mlapiDecomposition mlapiDecompositionOnline |
Base abstract class for all classification/regression models | mlapiEstimation |
Base abstract class for all classification/regression models which can be *trained incremendally* (online) | mlapiEstimationOnline |
Base abstract class for all transformations | mlapiTransformation |
Base abstract class for all transformations which can be *trained incremendally* (online) | mlapiTransformationOnline |
Makes predictions on new data using pre-trained model | predict predict.Matrix predict.matrix |
Transforms new data using pre-trained model | transform transform.Matrix transform.matrix |