Package: deep 0.1.0
deep: A Neural Networks Framework
This package provides a layer oriented way of creating neural networks, the framework is intended to give the user total control of the internals of a net without much effort. Use classes like PerceptronLayer to create a layer of percetron neurons, and specify how many you want. The package does all the tricky stuff internally leaving you focused in what you want. I wrote this package during a neural networks course to help me with the problem set.
Authors:
deep_0.1.0.tar.gz
deep_0.1.0.zip(r-4.5)deep_0.1.0.zip(r-4.4)deep_0.1.0.zip(r-4.3)
deep_0.1.0.tgz(r-4.4-any)deep_0.1.0.tgz(r-4.3-any)
deep_0.1.0.tar.gz(r-4.5-noble)deep_0.1.0.tar.gz(r-4.4-noble)
deep_0.1.0.tgz(r-4.4-emscripten)deep_0.1.0.tgz(r-4.3-emscripten)
deep.pdf |deep.html✨
deep/json (API)
| # Install 'deep' in R: |
| install.packages('deep', repos = c('https://blmayer.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/blmayer/deep/issues
machine-learningneural-networks
Last updated 4 years agofrom:25c618c7e4. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 31 2024 |
| R-4.5-win | NOTE | Oct 31 2024 |
| R-4.5-linux | NOTE | Oct 31 2024 |
| R-4.4-win | NOTE | Oct 31 2024 |
| R-4.4-mac | NOTE | Oct 31 2024 |
| R-4.3-win | NOTE | Oct 31 2024 |
| R-4.3-mac | NOTE | Oct 31 2024 |
Exports:mcCullochPittsmcCullochPittsLayerneuralNetperceptronperceptronLayer
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| deep: A Neural Networks Framework | deep-package deep |
| The McCullochPitts neuron class, that implements the logic of the McCullochPitts neuron model. | mcCullochPitts McCullochPitts-class |
| The McCullochPittsLayer class, that implements a layer of McCullochPitts neurons. | mcCullochPittsLayer McCullochPittsLayer-class |
| The main NeuralNetwork class, that holds the layers. | neuralNet NeuralNetwork-class |
| The Perceptron neuron class, that implements the logic of the perceptron model. | perceptron Perceptron-class |
| The PerceptronLayer class, that implements a layer of Perceptron neurons. | perceptronLayer PerceptronLayer-class |
