Machine Learning Assignment

Submission of the assignment for the prospective interns under Prof. Nipun Batra for the Summer Research Internship Programme 2022.

Screenshots

Resources

Ans.1

https://en.wikipedia.org/wiki/Multivariate_normal_distribution https://jax.readthedocs.io/en/latest/_autosummary/jax.random.multivariate_normal.html https://www.youtube.com/watch?v=SstuvS-tVc0&list=PLBoQnSflObckOARbMK9Lt98Id0AKcZurq&index=1

Ans.2

https://jax.readthedocs.io/en/latest/_autosummary/jax.random.multivariate_normal.html https://en.wikipedia.org/wiki/Multivariate_normal_distribution

Ans.3

https://www.youtube.com/watch?v=CQQaifxuFcs&list=PLBoQnSflObckOARbMK9Lt98Id0AKcZurq&index=2 https://www.youtube.com/watch?v=6_PqUPxRmjY&list=PLBoQnSflObckOARbMK9Lt98Id0AKcZurq&index=3

Ans.4

https://blackjax-devs.github.io/blackjax/sampling.html#nuts https://www.kaggle.com/code/s903124/numpyro-speed-benchmark-gpu