Contributor
Smit Lunagariya

Improving and Extending stats module


Mentors
Francesco Bonazzi, Jogi Miglani, czgdp1807
Organization
SymPy

Sympy is currently supporting Stochastic Processes, Random matrices, Joint, Continuous, and Discrete distributions in its stats module. Compound Distributions introduced in 2018, does not provide complete support. Therefore, I plan to do the following during this summer.

• Sampling from external libraries.

• Adding and testing currently implemented Stochastic Processes.

• Assumptions of dependence between Random Variables.

• Improving and adding support for Compound Distributions.

• Improving Joint Distributions Framework and adding more distributions.

• Adding support for Mixture Distributions.