You can now record partial payments for invoices in "Payment Due" state using the Record Payment for an invoice API.
As part of the parameter "amount", pass the partial amount which is being paid now.
Say, your customers only pay half the amount now and pay the rest later, you can record the partial amount being paid now and that is deducted from the total amount of the due invoice.