Optimization and root finding (:mod:`scipy.optimize`)
Optimization
Scalar functions optimization
Local (multivariate) optimization
Global optimization
Least-squares and curve fitting
Nonlinear least-squares
Linear least-squares
Curve fitting
Root finding
Scalar functions
Multidimensional
Linear programming / MILP
Assignment problems
Utilities
Finite-difference approximation
Line search
Hessian approximation
Benchmark problems
Legacy functions
Optimization
Least-squares
Root finding
Examples
See :
Local connectivity graph
Hover to see nodes names; edges to Self not shown, Caped at 50 nodes.
Using a canvas is more power efficient and can get hundred of nodes ; but does not allow hyperlinks; , arrows
or text (beyond on hover)
SVG is more flexible but power hungry; and does not scale well to 50 + nodes.
All aboves nodes referred to, (or are referred from) current nodes; Edges from Self to other have been omitted
(or all nodes would be connected to the central node "self" which is not useful). Nodes are colored by the library
they belong to, and scaled with the number of references pointing them
