April-ANN
Summary:
April-ANN toolkit (A Pattern Recognizer In Lua with Artificial Neural Networks). This toolkit incorporates ANN algorithms, with other pattern recognition methods as hidden markov models (HMMs) among others. Currently, in experimental stage, it is possible to perform automatic differentiation, for advanced machine learning research. Feel free to contact us in case you want to collaborate into the development of the autodiff package.
URL: https://github.com/pakozm/april-ann
Developers:
- Francisco Zamora-Martínez
- Salvador España-Boquera
- Jorge Gorbe-Moya
- Joan Pastor-Pellicer
- Adrián Palacios
| Mode: |
Reverse |
| Method: |
Source transformation Operator overloading |
| Supported Language: |
Lua |
Features:
Automatic Differentiation in Reverse mode, generating Lua source code.
Multidimensional matrix library, with Matlab-like features, but in Object
Oriented Programming way.
Efficient modular library for Artificial Neural Network.
Other pattern recognition techniques.
Supported Platforms:
- Unix/Linux
- Mac
Licensing: open source
Entries in our publication database that actually use April-ANN in the numerical experiments: 0
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