Index _ | A | B | C | D | E | F | G | I | J | K | L | M | N | P | Q | R | S | T | U | V | W | Z _ __init__() (mcframework.backends.base.ExecutionBackend method) (mcframework.backends.ExecutionBackend method) (mcframework.backends.parallel.ProcessBackend method) (mcframework.backends.parallel.ThreadBackend method) (mcframework.backends.ProcessBackend method) (mcframework.backends.SequentialBackend method) (mcframework.backends.ThreadBackend method) (mcframework.backends.torch.TorchBackend method) (mcframework.backends.torch.TorchCPUBackend method) (mcframework.backends.torch.TorchCUDABackend method) (mcframework.backends.torch.TorchMPSBackend method) (mcframework.backends.torch_cpu.TorchCPUBackend method) (mcframework.backends.torch_cuda.TorchCUDABackend method) (mcframework.backends.torch_mps.TorchMPSBackend method) (mcframework.backends.TorchBackend method) (mcframework.backends.TorchCPUBackend method) (mcframework.backends.TorchCUDABackend method) (mcframework.backends.TorchMPSBackend method) (mcframework.core.MonteCarloFramework method) (mcframework.core.MonteCarloSimulation method) (mcframework.core.SimulationResult method) (mcframework.sims.BlackScholesPathSimulation method) (mcframework.sims.BlackScholesSimulation method) (mcframework.sims.PiEstimationSimulation method) (mcframework.sims.PortfolioSimulation method) (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.ComputeResult method) (mcframework.stats_engine.FnMetric method) (mcframework.stats_engine.NanPolicy method) (mcframework.stats_engine.StatsContext method) (mcframework.stats_engine.StatsEngine method) __new__() (mcframework.backends.ExecutionBackend class method) (mcframework.backends.ProcessBackend class method) (mcframework.backends.SequentialBackend class method) (mcframework.backends.ThreadBackend class method) (mcframework.backends.TorchBackend class method) (mcframework.backends.TorchCPUBackend class method) (mcframework.backends.TorchCUDABackend class method) (mcframework.backends.TorchMPSBackend class method) (mcframework.core.MonteCarloFramework class method) (mcframework.core.MonteCarloSimulation class method) (mcframework.core.SimulationResult class method) (mcframework.sims.BlackScholesPathSimulation class method) (mcframework.sims.BlackScholesSimulation class method) (mcframework.sims.PiEstimationSimulation class method) (mcframework.sims.PortfolioSimulation class method) (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.ComputeResult class method) (mcframework.stats_engine.FnMetric class method) (mcframework.stats_engine.NanPolicy method) (mcframework.stats_engine.StatsContext class method) (mcframework.stats_engine.StatsEngine class method) _american_exercise_lsm() (in module mcframework.sims) _european_payoff() (in module mcframework.sims) _simulate_gbm_path() (in module mcframework.sims) _validate_confidence() (in module mcframework.utils) A autocrit() (in module mcframework.utils) B bias_to_target() (in module mcframework.stats_engine) BlackScholesPathSimulation (class in mcframework.sims) BlackScholesSimulation (class in mcframework.sims) BootstrapMethod (class in mcframework.stats_engine) build_default_engine() (in module mcframework.stats_engine) C calculate_greeks() (mcframework.sims.BlackScholesSimulation method) capitalize() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) casefold() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) center() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) chebyshev_required_n() (in module mcframework.stats_engine) ci_mean() (in module mcframework.stats_engine) ci_mean_bootstrap() (in module mcframework.stats_engine) ci_mean_chebyshev() (in module mcframework.stats_engine) CIMethod (class in mcframework.stats_engine) compare_results() (mcframework.core.MonteCarloFramework method) compute() (mcframework.stats_engine.StatsEngine method) ComputeResult (class in mcframework.stats_engine) count() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) cupy_batch() (mcframework.core.MonteCarloSimulation method) (mcframework.sims.BlackScholesPathSimulation method) (mcframework.sims.BlackScholesSimulation method) (mcframework.sims.PiEstimationSimulation method) (mcframework.sims.PortfolioSimulation method) D device_type (mcframework.backends.torch.TorchCPUBackend attribute) (mcframework.backends.torch.TorchCUDABackend attribute) (mcframework.backends.torch.TorchMPSBackend attribute) (mcframework.backends.torch_cpu.TorchCPUBackend attribute) (mcframework.backends.torch_cuda.TorchCUDABackend attribute) (mcframework.backends.torch_mps.TorchMPSBackend attribute) E eff_n() (mcframework.stats_engine.StatsContext method) encode() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) endswith() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) ExecutionBackend (class in mcframework.backends) (class in mcframework.backends.base) expandtabs() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) F find() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) FnMetric (class in mcframework.stats_engine) format() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) format_map() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) G get_generators() (mcframework.stats_engine.StatsContext method) I index() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) InsufficientDataError is_cuda_available() (in module mcframework.backends) (in module mcframework.backends.torch) (in module mcframework.backends.torch_cuda) is_mps_available() (in module mcframework.backends) (in module mcframework.backends.torch) (in module mcframework.backends.torch_mps) is_windows_platform() (in module mcframework.backends) (in module mcframework.backends.base) isalnum() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) isalpha() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) isascii() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) isdecimal() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) isdigit() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) isidentifier() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) islower() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) isnumeric() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) isprintable() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) isspace() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) istitle() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) isupper() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) J join() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) K kurtosis() (in module mcframework.stats_engine) L ljust() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) lower() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) lstrip() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) M make_blocks() (in module mcframework.backends) (in module mcframework.backends.base) (in module mcframework.core) make_torch_generator() (in module mcframework.backends) (in module mcframework.backends.torch) maketrans() (mcframework.stats_engine.BootstrapMethod static method) (mcframework.stats_engine.CIMethod static method) (mcframework.stats_engine.NanPolicy static method) markov_error_prob() (in module mcframework.stats_engine) mcframework.backends.base module mcframework.backends.parallel module mcframework.backends.sequential module mcframework.backends.torch module mcframework.backends.torch_cpu module mcframework.backends.torch_cuda module mcframework.backends.torch_mps module mcframework.sims module mcframework.utils module mean() (in module mcframework.stats_engine) MissingContextError module mcframework.backends.base mcframework.backends.parallel mcframework.backends.sequential mcframework.backends.torch mcframework.backends.torch_cpu mcframework.backends.torch_cuda mcframework.backends.torch_mps mcframework.sims mcframework.utils MonteCarloFramework (class in mcframework.core) MonteCarloSimulation (class in mcframework.core) mse_to_target() (in module mcframework.stats_engine) N NanPolicy (class in mcframework.stats_engine) P partition() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) percentiles() (in module mcframework.stats_engine) PiEstimationSimulation (class in mcframework.sims) PortfolioSimulation (class in mcframework.sims) ProcessBackend (class in mcframework.backends) (class in mcframework.backends.parallel) Q q_bound() (mcframework.stats_engine.StatsContext method) R register_simulation() (mcframework.core.MonteCarloFramework method) removeprefix() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) removesuffix() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) replace() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) result_to_string() (mcframework.core.SimulationResult method) rfind() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) rindex() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) rjust() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) rpartition() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) rsplit() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) rstrip() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) run() (mcframework.backends.base.ExecutionBackend method) (mcframework.backends.ExecutionBackend method) (mcframework.backends.parallel.ProcessBackend method) (mcframework.backends.parallel.ThreadBackend method) (mcframework.backends.ProcessBackend method) (mcframework.backends.sequential.SequentialBackend method) (mcframework.backends.SequentialBackend method) (mcframework.backends.ThreadBackend method) (mcframework.backends.torch.TorchBackend method) (mcframework.backends.torch.TorchCPUBackend method) (mcframework.backends.torch.TorchCUDABackend method) (mcframework.backends.torch.TorchMPSBackend method) (mcframework.backends.torch_cpu.TorchCPUBackend method) (mcframework.backends.torch_cuda.TorchCUDABackend method) (mcframework.backends.torch_mps.TorchMPSBackend method) (mcframework.backends.TorchBackend method) (mcframework.backends.TorchCPUBackend method) (mcframework.backends.TorchCUDABackend method) (mcframework.backends.TorchMPSBackend method) (mcframework.core.MonteCarloSimulation method) (mcframework.sims.BlackScholesPathSimulation method) (mcframework.sims.BlackScholesSimulation method) (mcframework.sims.PiEstimationSimulation method) (mcframework.sims.PortfolioSimulation method) run_simulation() (mcframework.core.MonteCarloFramework method) S SequentialBackend (class in mcframework.backends) (class in mcframework.backends.sequential) set_seed() (mcframework.core.MonteCarloSimulation method) (mcframework.sims.BlackScholesPathSimulation method) (mcframework.sims.BlackScholesSimulation method) (mcframework.sims.PiEstimationSimulation method) (mcframework.sims.PortfolioSimulation method) simulate_paths() (mcframework.sims.BlackScholesPathSimulation method) SimulationResult (class in mcframework.core) single_simulation() (mcframework.core.MonteCarloSimulation method) (mcframework.sims.BlackScholesPathSimulation method) (mcframework.sims.BlackScholesSimulation method) (mcframework.sims.PiEstimationSimulation method) (mcframework.sims.PortfolioSimulation method) skew() (in module mcframework.stats_engine) split() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) splitlines() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) startswith() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) StatsContext (class in mcframework.stats_engine) StatsEngine (class in mcframework.stats_engine) std() (in module mcframework.stats_engine) strip() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) successful_metrics() (mcframework.stats_engine.ComputeResult method) supports_batch (mcframework.simulation.MonteCarloSimulation attribute) swapcase() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) T t_crit() (in module mcframework.utils) ThreadBackend (class in mcframework.backends) (class in mcframework.backends.parallel) title() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) torch_batch() (mcframework.core.MonteCarloSimulation method) (mcframework.sims.BlackScholesPathSimulation method) (mcframework.sims.BlackScholesSimulation method) (mcframework.sims.PiEstimationSimulation method) (mcframework.sims.PortfolioSimulation method) TorchBackend (class in mcframework.backends) (class in mcframework.backends.torch) TorchCPUBackend (class in mcframework.backends) (class in mcframework.backends.torch) (class in mcframework.backends.torch_cpu) TorchCUDABackend (class in mcframework.backends) (class in mcframework.backends.torch) (class in mcframework.backends.torch_cuda) TorchMPSBackend (class in mcframework.backends) (class in mcframework.backends.torch) (class in mcframework.backends.torch_mps) translate() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) U upper() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method) V validate_cuda_device() (in module mcframework.backends.torch) (in module mcframework.backends.torch_cuda) validate_mps_device() (in module mcframework.backends.torch) (in module mcframework.backends.torch_mps) validate_torch_device() (in module mcframework.backends) (in module mcframework.backends.torch) W with_overrides() (mcframework.stats_engine.StatsContext method) worker_run_chunk() (in module mcframework.backends) (in module mcframework.backends.base) Z z_crit() (in module mcframework.utils) zfill() (mcframework.stats_engine.BootstrapMethod method) (mcframework.stats_engine.CIMethod method) (mcframework.stats_engine.NanPolicy method)