Package: deepdive 1.0.4
deepdive: Deep Learning for General Purpose
Aims to provide simple intuitive functions to create quick prototypes of artificial neural network or deep learning models. In addition novel ensemble models like 'deeptree' and 'deepforest' has been included which combines decision trees and neural network.
Authors:
deepdive_1.0.4.tar.gz
deepdive_1.0.4.zip(r-4.5)deepdive_1.0.4.zip(r-4.4)deepdive_1.0.4.zip(r-4.3)
deepdive_1.0.4.tgz(r-4.4-any)deepdive_1.0.4.tgz(r-4.3-any)
deepdive_1.0.4.tar.gz(r-4.5-noble)deepdive_1.0.4.tar.gz(r-4.4-noble)
deepdive_1.0.4.tgz(r-4.4-emscripten)deepdive_1.0.4.tgz(r-4.3-emscripten)
deepdive.pdf |deepdive.html✨
deepdive/json (API)
| # Install 'deepdive' in R: |
| install.packages('deepdive', repos = c('https://rajeshb24.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rajeshb24/deepdive/issues
Last updated 4 months agofrom:72cb2096e6. Checks:OK: 5 NOTE: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 25 2024 |
| R-4.5-win | NOTE | Oct 25 2024 |
| R-4.5-linux | NOTE | Oct 25 2024 |
| R-4.4-win | OK | Oct 25 2024 |
| R-4.4-mac | OK | Oct 25 2024 |
| R-4.3-win | OK | Oct 25 2024 |
| R-4.3-mac | OK | Oct 25 2024 |
Exports:deepforestdeepnetdeeptreepredict.deepforestpredict.deepnetpredict.deeptreevariableImportance
Dependencies:cliclusterdata.tablefansifastDummiesgluelifecyclemagrittrpillarpkgconfigplyrRcpprlangrpartstringistringrtibbletreeClustutf8vctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Build or train bagged deeptree or deepnet of multiple architecture | deepforest |
| Build and train an Artificial Neural Network of any size | deepnet |
| Descision Tree augmented by Artificial Neural Network | deeptree |
| Predict Function for DeepForest | predict.deepforest |
| Predict Function for Deepnet | predict.deepnet |
| Predict Function for Deeptree | predict.deeptree |
| Variable importance for models in this library | variableImportance |
