mlapi | Example in pseudocode | Declare models | Apply pipeline to the train data | Apply models to the new data | Estimator | Usage | Decomposition
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-4.7)mlapi_0.1.1.zip(r-4.6)mlapi_0.1.1.zip(r-4.5)
mlapi_0.1.1.tgz(r-4.6-any)mlapi_0.1.1.tgz(r-4.5-any)
mlapi_0.1.1.tar.gz(r-4.7-any)mlapi_0.1.1.tar.gz(r-4.6-any)
mlapi_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
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 from:0995f8b84a. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 121 | ||
| source / vignettes | OK | 164 | ||
| linux-release-x86_64 | OK | 113 | ||
| macos-release-arm64 | OK | 127 | ||
| macos-oldrel-arm64 | OK | 74 | ||
| windows-devel | OK | 91 | ||
| windows-release | OK | 70 | ||
| windows-oldrel | OK | 72 | ||
| wasm-release | OK | 98 |
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 |
