Several programs can be used to fit growth curve models:

SAS
S-PLUS
GENSTAT 5

One of the easier packages to use for fitting non-linear models is:

GENSTAT 5

for which instructions are included here.

Alternatively if you are familiar with Microsoft Excel you might like to explore the generalised logistic model using the following instructions.