Akshaj Verma
- Worked with Salsabila and the mentors to develop the NNbenchmark Package.
- Created R scripts and RMD notebooks for benchmarking the the packages from letter A to L, i.e. AMORE, ANN2, appnn, autoencoder, automl, BNN, brnn, Buddle, CaDENCE, cld2, cld3, condmixt, DALEX2, DamiaNN, deepnet, deepNN, DNMF, elmNNRcpp, ELMR, EnsembleBase, evclass, gamlss.add, gcForest, GMDH, GMDH2, GMDHreg, grnn, h2o, hybridEnsemble, isingLenzMC, keras, kerasformula, kerasR, leabRa, learNN, and LilRhino.
- Read documentation of above packages and collaborated with Salsabila and the mentors to design a common format for the R scripts and R notebooks.
- You can find the R scripts here and the R notebooks here here.
- Example Rmd notebook and R script.
- Since, a lot of code was distributed through emails, there aren’t a lot of commits/PRs. Here’s one of the few PRs for the NNbenchmarkTemplate repo.
- Commits to the NNbenchmarkWeb repo.
- Developed this website to disseminate the results.
Salsabila Mahdi
- Worked with Akshaj and the mentors to develop the NNbenchmark Package.
- Created R scripts and RMD notebooks for benchmarking the the packages from letter M to Z, i.e. MachineShop, monmlp, neural, neuralnet, NeuralNetTools, NeuralSens, NlinTS, nnet, nnetpredint, nnfor, onnx, OptimClassifier, OSTSC, pnn, polyreg, predictoR, qrnn, QuantumOps, quarrint, radiant.model, rasclass, rcane, regressoR, rminer, rnn, RSNNS, ruta, simpleNeural, snnR, softmaxreg, Sojourn.Data, spnn, TeachNet, tensorflow, tfestimators, trackdem, TrafficBDE, tsensembler, validann, and zFactor.
- Read documentation of above packages and collaborated with Akshaj and the mentors to design a common format for the R scripts and R notebooks.
- You can find the R scripts here and the R notebooks here.
- Example R script.
- Since, a lot of code was distributed through emails, there aren’t a lot of commits/PRs. Here’s one of the few PRs for the NNbenchmarkTemplate repo.
- Commits to the NNbenchmarkArticle repo for a paper based on our results to be published in The R Journal.
- Preparing a paper based on our results to be published in The R Journal. [In Progress]