INTERSECT Adaptive Sampling Testbed

Code for adaptive sampling of neutron diffraction measurments using Gaussian Processes.

Readers for VULCAN beam-line data

One way to install GPIm and Run:

In a new enviroment:

Install CPU Pytorch
Pip install gpim
Manually go to gprutils.py in the place (2) installs and change all the np.float(<>) to float(<>) using a text editor.

Name		Name	Last commit message	Last commit date
Latest commit History 70 Commits
data		data
CompressibilityStudy.ipynb		CompressibilityStudy.ipynb
GPParameterSweep.ipynb		GPParameterSweep.ipynb
GP_LearnSamplingSimFAST_ApplyExp.ipynb		GP_LearnSamplingSimFAST_ApplyExp.ipynb
GP_LearnSamplingSimHeuristic_ApplyExp.ipynb		GP_LearnSamplingSimHeuristic_ApplyExp.ipynb
GP_LearnSamplingSimMultiInits_ApplyExp.ipynb		GP_LearnSamplingSimMultiInits_ApplyExp.ipynb
GP_LearnSamplingSim_ApplyExp.ipynb		GP_LearnSamplingSim_ApplyExp.ipynb
GP_VulcanData_Aug2023.ipynb		GP_VulcanData_Aug2023.ipynb
GP_VulcanData_Aug2023.py		GP_VulcanData_Aug2023.py
GP_YousubData_June23.ipynb		GP_YousubData_June23.ipynb
GP_YousubData_June23_GPAX.ipynb		GP_YousubData_June23_GPAX.ipynb
GP_additive_correction.ipynb		GP_additive_correction.ipynb
GP_method_comparison.ipynb		GP_method_comparison.ipynb
GP_simple.ipynb		GP_simple.ipynb
README.md		README.md
acq_funcs.py		acq_funcs.py
gen_initpoints_rand_csv.ipynb		gen_initpoints_rand_csv.ipynb
learnmask_yousubsim_FAST.ipynb		learnmask_yousubsim_FAST.ipynb
read_matched_strain_ke.py		read_matched_strain_ke.py
reader.py		reader.py
transfer-sampling-Aug14exp-build1.ipynb		transfer-sampling-Aug14exp-build1.ipynb
transfer_sampling.ipynb		transfer_sampling.ipynb
transfer_sampling_sim2exp.ipynb		transfer_sampling_sim2exp.ipynb

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