*Last updated: 2023-03-16.*

# Module: tf_quant_finance.experimental.lsm_algorithm

View source LSM algorithm methods. ## Functions [`least_square_mc(...)`](../../tf_quant_finance/experimental/lsm_algorithm/least_square_mc.md): Values Amercian style options using the LSM algorithm. [`least_square_mc_v2(...)`](../../tf_quant_finance/experimental/lsm_algorithm/least_square_mc_v2.md): Values Amercian style options using the LSM algorithm. [`make_basket_put_payoff(...)`](../../tf_quant_finance/experimental/lsm_algorithm/make_basket_put_payoff.md): Produces a callable from samples to payoff of a simple basket put option. [`make_polynomial_basis(...)`](../../tf_quant_finance/experimental/lsm_algorithm/make_polynomial_basis.md): Produces a callable from samples to polynomial basis for use in regression. [`make_polynomial_basis_v2(...)`](../../tf_quant_finance/experimental/lsm_algorithm/make_polynomial_basis_v2.md): Produces a callable from samples to polynomial basis for use in regression.