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github.com/FidoProject/Fido @0.0.4
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1,118 symbols
2,128 edges
42 files
⚖ MIT
49 documented · 4%
● updated 6y ago0.0.4 · 2016-05-10★ 46314 open issues
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README
Fido
Fido is an lightweight, highly modular C++ machine learning library for embedded electronics and robotics. Fido is especially suited for robotic and embedded contexts, as it is written in C++ with minimal use of the standard library, and provides and easy interface in which to write robotic drivers.
Check out the project site and documentation for more information.
The library was adapted from a universal robot control system.
Contributing
Send us a pull request. If you are looking for things to do, check out the repo's open issues. If you find a bug or have any trouble with the library, please open an issue. We are happy to help you out.
Core symbols most depended-on inside this repo
↓ 8 filesNeuralNet
include/Pruner.h
↓ 3 filesNeuron* \brief A neuron in a Layer of a NeuralNet. * * Each neuron takes a variable number of inputs each assigned * a weight and …
include/Neuron.h
↓ 3 filesBackpropagationA classic SGDTrainer. */
include/Backpropagation.h
↓ 2 filesSGDTrainerA classic backpropagation SGD Trainer. */
include/SGDTrainer.h
↓ 2 filesLearnerA reinforcement learning system. */
include/Learner.h
↓ 2 filesGeneticAlgoGenetic algorithms used to produce fit neural networks. */
include/GeneticAlgo.h
Shape
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C++100%
Modules by API surface
tests/catch.h973 symbols
src/NeuralNet.cpp19 symbols
src/WireFitQLearn.cpp13 symbols
src/LSInterpolator.cpp9 symbols
src/FidoControlSystem.cpp9 symbols
include/ActivationFunctions.h8 symbols
src/SGDTrainer.cpp7 symbols
src/QLearn.cpp7 symbols
src/GeneticAlgo.cpp7 symbols
include/Trainer.h6 symbols
src/Adadelta.cpp5 symbols
src/Layer.cpp4 symbols