does iiit hyd provide any integrated courses for astrophysics after 10th class
No they don't.
Infact not even IITs offer this discipline. Below, i'm mentioning a list of colleges in India that do offer a degree in the domain, you might want to check out their website.
National Centre fro Radio Astrophysics-Pune
The National Centre for Radio Astrophysics (NCRA-TIFR)
-For radio astronomy
IUCAA-Pune
IUCAA
RRI-Bangalore
Raman Research Institute
ARIES-Nainital -for observational astronomy -
Aries Home
TIFR-Mumbai
Tata Institute of Fundamental Research
ICTS-TIFR -for theoretical research
International Centre for Theoretical Sciences
Indian institute of Astrphysics
Indian Institute of Astrophysics
Saha institute of Nuclear physics.-
Saha Institute of Nuclear Physics
-for astroparticle physics.
Probably with IIIT Hyderabad too.
Thank you :)