Version 0.9.2
Pre-release
Pre-release
ChangeLog update
- added fully tested Hamiltonian Monte Carlo method with first and second order time integrator (Euler and Leapfrog), following [Neal, 2011].
- added Ensemble Quasi Newton scheme for all samplers, tested on simple Gaussian mixture model and MNIST single-layer perceptron.
- for checking virial theorem, average moment of inertia is written to averages file.
- allowing "0" in option hidden_dimension.
- trajectory can be written w.r.t to subspace spanned by vectors in new option directions_file.
- summaries now write memory and cputime usage for debugging bottlenecks.
- DOCU: re-added accidentally dropped reference section on simulation module.
- FIX: TATiOptimizer always writes last step to files.
- FIX: update of parameters caused no update of simulation's evaluation cache.
- FIX: time_per_nth_step was using process_time instead of time, i.e. accumulated time over all processes.
- FIX: Boolean parameters were not used from cmd-line.
- FIX: Assigning weights from dataframes took ages. Now works also for multiple walkers.
- FIX: parse_parameters_file was not working in TATi.simulation.
- tested on TF version up to 1.10.
sha256: 182418765305da71563bb737f68d2a3ce7bcd0744af11e8ea3506ec9cf0f06b0 thermodynamicanalyticstoolkit-0.9.tar.bz2