paramonte

Machine learning library

A parallel Monte Carlo and machine learning library for multiple programming languages.

ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.

GitHub

275 stars
12 watching
33 forks
Language: Fortran
last commit: about 2 months ago
Linked from 1 awesome list

adaptive-learningbayesian-inferencebayesian-statisticsccppfortranmachine-learningmachine-learning-algorithmsmachine-learning-librarymarkov-chainmatlabmcmcmonte-carlomonte-carlo-simulationsmpinumerical-integrationopenmppythonsampling

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
socathie/circomlib-ml Provides pre-built, modular, and reusable components for machine learning and cryptographic computations 169
tacticalmelonfarmer/cxl A C++17 metaprogramming library providing utilities for strings, parsing, typelists, aggregates to tuples conversions and constant integral literals. 51
dharmeshkakadia/montecarloarea A Java framework used in Mesos tutorials and examples to demonstrate Monte Carlo area calculation. 16
michaelchughes/npbayeshmm Software toolbox for Bayesian inference on sequential data using Markov chain Monte Carlo methods. 79
rlouf/mcx Tools and methods for Bayesian deep learning using probabilistic programming. 328
mjlaine/mcmcstat A Matlab toolbox for Bayesian analysis using Markov chain Monte Carlo simulation 88
ailab-cvc/seed-bench A benchmark for evaluating large language models' ability to process multimodal input 322
hiroyuki-kasai/sgdlibrary A collection of stochastic optimization algorithms for large-scale machine learning problems 221
mcleonard/sampyl An MCMC sampler library for Bayesian estimation using Python 331
lammps/lammps A parallel molecular dynamics simulation software package 2,274
boostorg/mp11 A C++11 metaprogramming library enabling advanced template-based programming 245
ddemidov/amgcl A C++ library that uses the algebraic multigrid method to solve large sparse linear systems in scientific computing 751
cpmech/russell A comprehensive library of numerical and mathematical functions for high-performance computations in various fields. 118
vcdevel/vc A C++ library for explicitly data-parallel programming on modern CPUs and GPUs. 1,461
open-mmlab/mmengine Provides a flexible and configurable framework for training deep learning models with PyTorch. 1,196