Data Set List - Githubissues

hageldave / DimRedDatasets

Ready to use [Java]: Multidimensional data sets commonly used to benchmark dimensionality reduction.

MIT License

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Data Set List #1

Open hageldave opened 2 years ago

hageldave commented 2 years ago

Data sets that are included or should be included in the future.

Regular Data

[x] Iris (https://archive.ics.uci.edu/ml/datasets/iris)
[x] MNIST (http://yann.lecun.com/exdb/mnist/)
[x] Swiss Roll (http://people.cs.uchicago.edu/~dinoj/manifold/swissroll.html , http://people.cs.uchicago.edu/~dinoj/manifold/swissroll.dat)
[x] Wine Quality (https://archive.ics.uci.edu/ml/datasets/wine+quality)
[x] Palmer Penguins (https://allisonhorst.github.io/palmerpenguins/articles/intro.html , https://doi.org/10.5281/zenodo.3960218)
[x] CIFAR-10 (https://www.cs.toronto.edu/~kriz/cifar.html)
[x] Auto MPG (https://archive.ics.uci.edu/ml/datasets/Auto+MPG)
[x] breast-cancer-wisconsin (https://archive.ics.uci.edu/ml/machine-learning-databases/breast-cancer-wisconsin/)

Timeseries

[x] VAST Challenge 2018 MC2 (https://www.vacommunity.org/VAST+Challenge+2018+MC2)

hageldave commented 1 year ago

I added the breast cancer wisconsin dataset (it actually consists of 3 different datasets) to the list. @lvcarx would be great if you could include these. The *.names files are the descriptions of the respective *.data dataset file. There are also missing values in the datasets, and I think we should simply filter these out (i.e. ignore the whole row then).