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RPM: ceres-solver

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Current version: 2.0.0-alt1_1
Build date: 18 november 2020, 08:12 ( 1.0 weeks ago )
Size: 10.64 Mb

Home page:

License: BSD
Summary: A non-linear least squares minimizer

Ceres Solver is an open source C++ library for modeling and solving
large, complicated optimization problems. It is a feature rich, mature
and performant library which has been used in production at Google
since 2010. Notable use of Ceres Solver is for the image alignment in
Google Maps and for vehicle pose in Google Street View. Ceres Solver
can solve two kinds of problems.

 1. Non-linear Least Squares problems with bounds constraints.
 2. General unconstrained optimization problems.

Features include:

 - A friendly API: build your objective function one term at a time
 - Automatic and numeric differentiation
 - Robust loss functions
 - Local parameterizations
 - Threaded Jacobian evaluators and linear solvers
 - Trust region solvers with non-monotonic steps (Levenberg-Marquardt and
   Dogleg (Powell & Subspace))
 - Line search solvers (L-BFGS and Nonlinear CG)
 - Dense QR and Cholesky factorization (using Eigen) for small problems
 - Sparse Cholesky factorization (using SuiteSparse) for large sparse problems
 - Specialized solvers for bundle adjustment problems in computer vision
 - Iterative linear solvers for general sparse and bundle adjustment problems
 - Runs on Linux, Windows, Mac OS X, Android, and iOS

Current maintainer: Igor Vlasenko

List of contributors

List of rpms provided by this srpm:

  • ceres-solver
  • ceres-solver-debuginfo
  • ceres-solver-devel
    design & coding: Vladimir Lettiev aka crux © 2004-2005, Andrew Avramenko aka liks © 2007-2008
    current maintainer: Michael Shigorin