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-4.7)deep_0.1.0.zip(r-4.6)deep_0.1.0.zip(r-4.5)
deep_0.1.0.tgz(r-4.6-any)deep_0.1.0.tgz(r-4.5-any)
deep_0.1.0.tar.gz(r-4.7-any)deep_0.1.0.tar.gz(r-4.6-any)
deep_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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 from:25c618c7e4. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 99 | ||
| source / vignettes | OK | 118 | ||
| linux-release-x86_64 | NOTE | 94 | ||
| macos-release-arm64 | NOTE | 80 | ||
| macos-oldrel-arm64 | NOTE | 85 | ||
| windows-devel | NOTE | 62 | ||
| windows-release | NOTE | 70 | ||
| windows-oldrel | NOTE | 54 | ||
| wasm-release | OK | 84 |
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 |
