HOOMD-blue is a particle simulation engine designed for nano- and colloidal-scale molecular dynamics and hard particle Monte Carlo simulations. It has been actively developed since March 2007 and available open
without having to compromise on efficiency. Furthermore mcpele abstracts each element of a Monte Carlo simulation eliminating the need for frequent code rewriting that experienced Monte Carlo developers typically go through, thus reducing the time required for the implementation of an idea and reducing...
Before moving on to the actual Monte Carlo simulation, this might be a good time to mention the exporting capabilities available in the Pandas package. If you have a Pandas DataFrame object, you can write that to an Excel file with one line using theto_excelmethod. There is similar function...
pysimm can integrate seamlessly with parts of the LAMMPS simulation software package through the pysimm.lmps module. To configure the integration, locate your LAMMPS executable. For example, if the path to your LAMMPS executable is /usr/bin/lmp_mpi, add this path as an environment variable "...
the distance metric to be minimised or to carry out a Monte-Carlo simulation. Furthermore, we provide details on how to use it, illustrated with some open source survival datasets as well as a simulation study, aiming to analyse the performance of the SurvLIME algorithm. As far as we know...
Here’s a straightforward implementation of a Monte Carlo method for estimating the value of pi by means of simulation and geometric probability: Python >>> from random import uniform >>> def estimate_pi(n): ... return 4 * sum(hits(point()) for _ in range(n)) / n ... >>> ...
software for mathematics, science, and engineering.SimPy- A process-based discrete-event simulation ...
This can be illustrated by a financial algorithm, namely the valuation of a European call option by Monte Carlo simulation. The example considers a Black-Scholes-Merton (BSM) setup in which the option’s underlying risk factor follows a geometric Brownian motion. Assume the following numerical par...
免费啊 没那么多跟linux 还是windows的兼容问题啊 R调用C可以极大提高loop的速度，monte carlo的时候...
cir_process() Simulates a Cox-Ingersoll-Ross (CIR) process. heston_model() Simulates a stock price path using the Heston model. jump_diffusion_model() Simulates a stock price path using the Jump Diffusion model. monte_carlo_simulation() Perform Monte Carlo simulation for equity growth.Regress...