QuTiP 5.1.0

Features

• It adds odd parity support to HEOM's fermionic solver (#2261, by Gerardo Jose Suarez)
• Create SMESolver.run_from_experiment, which allows to run stochastic evolution from know noise or measurements. (#2318)
• Add types hints. (#2327, #2473)
• Weighted trajectories in trajectory solvers (enables improved sampling for nm_mcsolve) (#2369, by Paul Menczel)
• Updated qutip.core.metrics.dnorm to have an efficient speedup when finding the difference of two unitaries. We use a result on page 18 of D. Aharonov, A. Kitaev, and N. Nisan, (1998). (#2416, by owenagnel)
• Allow mixed initial conditions for mcsolve and nm_mcsolve. (#2437, by Paul Menczel)
• Add support for jit and grad in qutip.core.metrics (#2461, by Rochisha Agarwal)
• Allow merging results from stochastic solvers. (#2474)
• Support measurement statistics for jax and jaxdia dtypes (#2493, by Rochisha Agarwal)
• Enable mcsolve with jax.grad using numpy_backend (#2499, by Rochisha Agarwal)
• Add propagator method to steadystate (#2508)
• Introduces the qutip.core.environment module, which contains classes that characterize bosonic and fermionic thermal environments. (#2534, by Gerardo Jose Suarez)
• Implements a einsum function for Qobj dimensions (Evaluates the Einstein summation convention on the operands.) (#2545, by Franco Mayo)
• Wave function calculations have been sped up with a Cython implementation. It optimizes the update method of the HarmonicOscillatorWaveFunction class in distribution.py. (#2553, by Matheus Gomes Cordeiro)
• Speed up kraus_to_super by adding a sparse option. (#2569, by Sola85)

Bug Fixes

• Fix a dimension problem for the argument color of Bloch.add_states Clean-up of the code in Bloch.add_state Add Bloch.add_arc and Bloch.add_line in the guide on Bloch class (#2445, by PositroniumJS)
• Fix HTMLProgressBar display (#2475)
• Make expm, cosm, sinm work with jax. (#2484, by Rochisha Agarwal)
• Fix stochastic solver step method (#2491)
• clip gives deprecation warning, that might be a problem in the future. Hence switch to where (#2507, by Rochisha Agarwal)
• Fix brmesolve detection of contant vs time-dependent system. (#2530)
• propagator now accepts list format c_ops like mesolve does. (#2532)
• Fix compatibility issue with matplotlib>=3.9 in matrix_histogram (#2544, by Andreas Maeder)
• Resolve incompatibility of TwoModeQuadratureCorrelation class (#2548, by quantum-menace)
• Fix sparse eigen solver issue with many degenerate eigen values. (#2586)
• Fix getting tensor permutation for uneven super operators. (#2561)

Documentation

• Improve guide-settings page. (#2403)
• Tidy up formatting of type aliases in the api documentation (#2436, by Paul Menczel)
• Update documentation
  • Update contributors
  • Improve apidoc readability (#2523)
• Fix error in simdiag docstring (#2585, by Sola85)

Miscellaneous

• Add auto_real_casting options. (#2329)
• Add dispatcher for sqrtm (#2453, by Rochisha Agarwal)
• Make e_ops, args and options keyword only. Solver were inconsistent with e_ops usually following c_ops but sometime preceding it. Setting it as keyword only remove the need to memorize the signature of each solver. (#2489)
• Introduces a new NumpyBackend class that enables dynamic selection of the numpy_backend used in qutip. The class facilitates switching between different numpy implementations ( numpy and jax.numpy mainly ) based on the configuration specified in settings.core. (#2490, by Rochisha Agarwal)
• Improve mkl lookup function. (#2497)
• Deterministic trajectories are not counted in ntraj. (#2502)
• Allow tests to be executed multiple times in one Python session (#2538, by Zhang Maiyun)
• Improve performance of qutip.Qobj by using static numpy version check (#2557, by Pieter Eendebak)
• Fix towncrier check (#2542)