swMATH ID: 40861
Software Authors: Stram AH, Marjoram P, Chen GK
Description: al3c: High-Performance Software for Parameter Inference Using Approximate Bayesian Computation. Results: We present al3c, a C++ framework for implementing ABC-SMC in parallel. By requiring only that users define essential functions such as the simulation model and prior distribution function, al3c abstracts the user from both the complexities of parallel programming and the details of the ABC-SMC algorithm. By using the al3c framework, the user is able to scale the ABC-SMC algorithm in parallel computing environments for his or her specific application, with minimal programming overhead
Homepage: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4626746/
Source Code:  https://github.com/ahstram/al3c
Related Software: astroABC; PyTorch; ipyparallel; Dask; IPython; EasyABC; pyABC; ELFI; SWIG; SciPy; NumPy; Apache Spark; OpenMPI; ABC-SysBio; Python; ABCpy
Cited in: 0 Publications