Data used to train and test 21cmGEM. The folder includes 21-cm spectra as a function of redshift sampled at z = [5:0.1:50]. Training set includes 27,455 spectra. Testing set includes 2,186 spectra. Astrophysical parameters - a matrix of size n-by-7, where n is the number of cases and 7 is the number of parameters (in the following order): fstar - star formation efficiency. Vc - minimum virial circular velocity in km/s. fx - X-ray efficiency. tau - CMB optical depth. alpha - the slope of the X-ray spectrum. nu_min - low cut-off of the X-ray spectrum. Rmfp - mean free path of ionizing photons.