Hi Oleh, Do you have access to a Linux machine where you can install software with the normal apt-get …. This means super user privileges I suppose. If so, I would like to set up a zoom meeting with you to test out the new install scripts I wrote form Smooth Emulator. The Mac script installs all the software through homebrew, then compiles the Smooth Emulator stuff. It sets all the compilers in a way that should make all that pybind11 stuff consistent. Also, you don’t need to define any environment variable anymore (unless you want to add …/SmoothEmulator/bin to your path). I was never able to get my Linux workstation working again after the Computer Group dismantled it. So, I need a Linux machine to test the Linux installation script, which assumes the User has apt-get installed. You can download the latest version, then simply go to ../SmoothEmulator/software and enter either: % INSTALL_MAC.sh or % INSTALL_LINUX_APT-GET.sh Maybe you could just glance at the Linux script to see if it looks OK to you. I think the Mac script is working fine. Are you around any days this week? I might try coming in and trying again to get the work station operational again. Hope all is going well — Scott To get the software. % git clone https://github.com/bandframework/bandframework.git -b bandframework_scottdevelv05 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % Scott Pratt ***@***.*** % % FRIB +1-517-908-7460 % % Michigan State University Office 2133 % % East Lansing, MI 48824 http://nscl.msu.edu/directory/pratt.html % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% On Mar 20, 2026, at 12:25 AM, OlehSavchuk ***@***.***> wrote: @OlehSavchuk approved this pull request. Overall, the code is documented and cleanly written. There are some inconsistencies in function naming conventions: in most cases, each word is capitalized, but some functions use snake_case. Variable naming is slightly less consistent. The backend portion of the code contains relatively few comments, whereas the interface is better documented. The written guide included with the package explains most of the underlying mathematics and the user interface, and it provides clear instructions for setup, prerequisites, and execution. The code is generally well structured and provides the main components needed for Bayesian inference workflows. It allows the user to define parameters and priors, including uniform and Gaussian options, and to build an emulator based on the SMOOTH™ parametrization. Emulator training is performed through inversion of a matrix whose dimension is set by the number of training points, using the Eigen library. The package also includes options for optimizing training-point placement beyond a standard Latin hypercube approach, as well as tuning emulator hyperparameters. Posterior sampling can be handled through a built-in MCMC chain. In testing, the code compiles and runs successfully, performs inference on dummy data, and produces posterior plots. Visualization is carried out using standard Python libraries including NumPy, SciPy, and Matplotlib. The repository guide makes the workflow relatively easy to follow, and the pybind11 shared-library interface is a particularly useful feature, since it enables direct integration of the emulator into Python-based analysis pipelines.

plt.ylim(-0.1,1.1) plt.xlim(-ThetaMax,ThetaMax) plt.plot(xarray,counts1d,linestyle='-',linewidth=3,color='r') - -# plt.show() + +outputfilename='posterior.pdf' Why move it from line 15 where other files were defined?

plt.ylim(-0.1,1.1) plt.xlim(-ThetaMax,ThetaMax) plt.plot(xarray,counts1d,linestyle='-',linewidth=3,color='r') Why not use plt.histogram to make histogram that can do binning itself. it does return bins and counts.

# User will likely wish to adjust many of these writetitle=True topmargin=0.01 # increase if you want title if writetitle: - topmargin=0.07 -bottommargin=0.15 # adjust to fit x-axis labels -leftmargin=0.36 # adjust to fit y-axis labels -thetamax=3.5 # sets max display range of y axes + topmargin=0.04 +bottommargin=0.05 # adjust to fit x-axis labels +leftmargin=0.15 # adjust to fit y-axis labels +thetamax=2.5 # sets max display range of y axes Just a comment but plt.tight_layout() before plt.show() automatically adjusts margins to take all the space and fit labels. — Reply to this email directly, view it on GitHub<https://urldefense.com/v3/__https://github.com/bandframework/bandframework/pull/202?email_source=notifications&email_token=AB6P62TIWYSAYDNT2D47RA34RTB4XA5CNFSNUABKM5UWIORPF5TWS5BNNB2WEL2QOVWGYUTFOF2WK43UKJSXM2LFO4XTGOBYGQ2DCMRUGY2KM4TFMFZW63VGMF2XI2DPOKSWK5TFNZ2KYZTPN52GK4S7MNWGSY3L*pullrequestreview-3884412464__;Iw!!HXCxUKc!0HgZHzu19syJstztfq_mSAbGrdmVci0MMYE6FVE0vSsUx0DHVMwjwTtHfLm7PcB7pTXbQ8xPQFnNKYK3Ypil1wQ$>, or unsubscribe<https://urldefense.com/v3/__https://github.com/notifications/unsubscribe-auth/AB6P62TYSVYM47SKZI7IO2D4RTB4XAVCNFSM6AAAAACV3BQ5BSVHI2DSMVQWIX3LMV43YUDVNRWFEZLROVSXG5CSMV3GSZLXHMZTQOBUGQYTENBWGQ__;!!HXCxUKc!0HgZHzu19syJstztfq_mSAbGrdmVci0MMYE6FVE0vSsUx0DHVMwjwTtHfLm7PcB7pTXbQ8xPQFnNKYK3qpTT3D4$>. You are receiving this because you authored the thread.Message ID: ***@***.***>