In the following, we assume that you downloaded the files:

and copied them in your R working folder.

We also assume that you have R installed with h5 package.

Start R, and then:

library(h5)
fp <- h5file("train.h5", "r")
x = fp["time_series"]
y = fp["labels"]

dim(x)
## [1] 180  51  24
dim(y)
## [1] 180

Now, let’s have a look at test data:

fp <- h5file("test_task1.h5", "r")
x = fp["time_series"]

dim(x)
## [1] 180  51  24

Of course, something is missing:

y = fp["labels"]
## Error in eval(expr, envir, enclos): H5Gcreate failed in createGroup