Hi all, 
New solver for systems of nonlinear equations ( SNLE ) has been connected to 
free Python framework OpenOpt: fsolve from  MATLAB   Optimization Toolbox; 
uploaded into PYPI in v. 0.5112. 

As well as fmincon , currently it's available for Python 2 only. 
Unlike scipy.optimize fsolve, it can handle sparse derivatives, user-supplied 
or from FuncDesigner automatic differentiation. 
See the example with 15000 equations. 
To keep discussion in a single place please use the OpenOpt forum thread. 
Regards, D. 
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