Jairo Rojas Delgado
Jairo Rojas Delgado
We need to include a set of benchmark datasets to compare the accuracy and efficiency of our neural implementations. In this case, we are looking for small-size datasets (less that...
Gradient based algorithms are the default training algorithms for ANN. Hence, providing support for such algorithms (SGD, ADAM, RMSProp, etc.) is critical in order to provide out of the box...
This issue is a continuation of issue #6. We need to implement the following test functions in parallel using OMP, that is in `copt`layer: - [ ] Brown Function -...
This issue is a continuation of issue #10. We need to implement the following test functions in parallel using CUDA, that is in `cuda`layer: - [ ] Ackley - [...
Include a reader classes to support input files in several standard formats. For the moment, it would be useful to consider: - [x] CSV format: - [ ] ARFF format:...
We need to create a notebook to compare gradient based training of MLP networks with meta-heuristic training. We suggest to proceed as follows: 1. Use the datasets provided by #11...
We need to create a notebook comparing the efficiency, speed-up and scalability of sequential and OMP implementations of the standard benchmark functions. For this comparison, we should consider the following...
Provide a member function to set the seed of any generator