Version 1.1.1

Version 1.1

1.0.31

Fixes circular imports

1.0.29

Includes a bug fix for DGP problems. Before this version, DGP problems using
the `quad_over_lin` atom were incorrectly canonicalized.

1.0.28

ECOS as default solver for LPs.

Default to conic solvers for LPs.

OSQP can take a long time to solve LPs.

v1.0.26

This release includes a bug fix for DQCP.

Fix detection of monotone real functions.

Fixes a bug in DQCP analysis in analyzing monotone real functions; DQCP
analysis previously did not check whether the argument of a scalar function
was also scalar. This bug caused DQCP analysis to be too permissive, incorrectly
labeling things as DQCP and causing the reduction to fail in surprising ways.

As an extension, this change adds the vector atoms cp.max and cp.min to the
DQCP atom library, letting users take the max or min of quasiconvex or
quasiconcave expressions. Previously, only the elementwise cp.maximum and
cp.minimum atoms were allowed.

Deprecated * matmul, fixing interfaces

New features:

* Support function atom (PR cvxpy#860)
* Scalar product atom (PR cvxpy#910)

Bug fixes and enhancements:
* Fix formatting of MOSEK cone programs with exponential cones (PR cvxpy#862)
* Allow warm-starting diffcp (PR cvxpy#867)
* Default to conic solvers for LPs (PR cvxpy#871)
* Restart SCS without AA when solution inaccurate (PR cvxpy#876)
* Fix bugs in detection of monotone real functions for DQCP (PR cvxpy#909)
* Fix bugs in conic dual variable recovery (PR cvxpy#910)