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• e07eb59dd3ee1eedb6bfd1759e65b5d0c0a986bc Implementation of PC2
• a7a609bfd9d57a4578997586707f301350187c4c Implementation of PC2
• caa492861881b06a2c2575b8d9117f93602c0c34 Implementation of PC2
• da1e62a5ed771784e6177dcb4ba284f61ba2c171 Implementation of PC2
• 68648b78ba8f954cd1582dcf4314aa580272dd08 Implementation of PC2
• dc711f5eede3bdec620835bc374bbd95e1df2bae Implementation of PC2
• 3c72db4cd663ddaa40952073a76b70ca2dd391e8 Merge pull request #228 from SURGroup/bugfix/karcher_mean
• 5a75881fbca17fddf2fa9e7ad47bd80e931dd9b9 Update README.rst
• 6201115675cc2a1e5b8b30ae1d1724514b06bb1b corrected documentation
• c14bae80b930799917f4b434811d7e9e613c8ce2 new and improved test for simple analytic examples on Karcher mean of grassman manifold
• 5c76e0662b58ccc368c2a57fd250337d320739bb deleted test
• c2b2ccd98284efa04de0e8adb045745bf016d072 added test for two point mean on Gr(1,2)

This list of changes was auto generated.

• 899522036ef99c28bd2d5ad0a03de3636ae80053 Merge remote-tracking branch 'origin/Development' into feature/documentation_improvements
• 738e25b437037f04200b980465b6f3d03e1d5660 changed title font to match existing documentation
• 6359c16806620eabbb1664ee193d5eec274450bf cleaned up and added docstrings to public and hidden methods, renamed internal variables for clarity and consistency with literature
• adad1d0cb1ee73b51bc70b8e8bf3c8811ff2f3cf deleted unused file
• a75aac526ec918fe4a95b7df38e059cc99acb63b cleaned up notation and attribute documentation
• d9923886b01190ee6b20b6e280fdba63548ec575 fixed minor bug with state_function attribute
• 5a6a1ce2f61c400bef68bb4c77f01b8633381725 added state_function attribute, correct attribute behavior when max number of iterations is reached
• 81335384ef26af127077df38e9aeb1fb407ce9dc grammatical and notation edits to make documentation more consistent with literature references
• adafcdfb17e86098adfb8de5db06631cdcf6500b added references to the new child class InverseFORM
• fa0230243a164d895c95a3a051fc3113cda78b4a editted docstrings for clarity and notational consistency
• 770256bd9e49f6b65cabcee7747934868c60fd62 edited markdown for clarity and notational consistency
• b74b418e173572f403ddb13e4b6d1c32eb4204d5 corrected vector notation in math statement
• 935d45ddb3cb849aa387e9774561d063832cb85a improved docstrings and markdown for cleaniness and consistency in readthedocs
• bd5c57de1327622eaae61cc6dcceb38e8e08678c added InverseFORM to paths so the examples would show up in the ReadTheDocs
• 55db785a8150a2d84bfb829aa0322b857e99dd0b scripts to config and run examples for InverseFORM
• 48b6204ba221f441f055c0e68e4b3c5bb70ca3e9 documentation for InverseFORM as a child of the TaylorSeries class
• c3e5459e133c0f338230fee28a6dc08e8eb47d66 tests for accuracy and behavior under various inputs for InverseFORM class
• 9cd9d75625223176b5927ba9bca18667a4509bbe initial commit of the InverseFORM class
• bbb4341e77f0f18d74f8cf8fe9e9e02f2fcd4e09 Disables example execution
• 333be9b4f28c6d40505f640d9b3cdab148241de1 Disables FORM and SORM examples execution
• 7a5bd248576dcced9b9be77f0c003d7564ba7d6b Corrects equation display in plot_pce_sparsity_lars.py
• 174d578c17c4811415e47b4d3594bc6addf574ab Minor changes to fix reliability examples
• ee0fa3e1ab736f163e63c10c7724cf6971e3bd16 added Connor to development team
• ec3f6e9949a9f3c3bf2b50ca6957afb62c348b14 passes test for seed_u_is_none in FORM.run()
• 06c413a51b1ae8b357a385271da25ca77954198b Merge remote-tracking branch 'origin/feature/documentation_improvements' into feature/documentation_improvements
• 80f360958368b44cbefe9b2e57f312b15d3a0aee added test for seed_u is None in FORM.run()

This list of changes was auto generated.

• 8324ebee980e7bdf5777d63374d10d525fcaff1f Fixes minor SORM error
• c133c3d5a9dfcdf87d7ada8f860c495bdcfb8817 updated local variable names to match class attribute names
• 79a3dd0518d6c82ddbb837b317594658c90fdf36 updated local variable names to match class attribute names
• 9319cc15acf013075f39679ac74ef89d676f6f57 Fixes FORM attributes inside SORM
• 4a3d2c87c8c13b9a25c2d6930a02a8026fc68138 Merge remote-tracking branch 'origin/Development' into feature/documentation_improvements
• 013a6bd563b482022eb215e7a5f7f13c87423073 Fixes figures in FORM structural reliability example
• 25a9f44ec2d35762e37315b53eee833b881fc01b fixed typo in LaTeX in docstring
• 3cb5fcd07a354f03a0bfa581c16c895c05ae3ffe Fixes issue #194 - removed duplicate import statement
• 1e7844b52444123e652e0675e5b8a6a1ec3ff4cd fixed minor formatting error in math statement, alphabetized class attributes
• c20aeba21a979211bc4d4e22a18ee834bb4c8bfd added specific versions to packages for compatability
• 9d2f3d0f2eadb737359572f1e00988fd0eb287db removed tabs
• ce3d9066ebee278abbf28c4e16cf5aea3732781b improved documentation, cleaned up and renamed attributes, simplified variable storage after FORM.run() completes
• 653558b2b09c910de158a6dfb1711669d568d74e updated input and attribute names for improved FORM.py
• 717328f37cae7058817e47bde085712b21066c40 fixing examples for updated FORM.py
• 655d0f605456e9cc2379c884fd1f745ecfe8038b improved docstrings
• d41643475cbef2e6a73f9c783ce553baf3e07591 removed incorrected and unneeded example statements
• 00b91193d1d3dfda355a830da5e3071e9a435c99 optimized import statements

This list of changes was auto generated.

• 1080c1543de1b2c2143ba7f6e23a22d045bcf222 Fixes failing import statements due to kernels restructuring
• 73b258c8d8f4a1d23388722ea73fbf20b86a359e Fixes failing import statements due to kernels restructuring
• 0f44a14004e34b2ced255ba88acf07fe17bb1a67 Refactors Dimension Reduction kernels to match GP kernels signatures
• 2917ccae68638025bb5fe743046d82e3aa7892ef Moves GP kernels to utilities
• 5564ab8048dc632ab005628b19b17fcc8d30dbe4 Refactors Gaussian process kernels to abstract from hyperparameters

This list of changes was auto generated.

• 1697947ae5779f706096d4ffbfb52f135fc348e1 Example for Theta Criterion
• e33a67385e04131fcca1f2605c6838fc19d63d9c Update ThetaCriterionPCE.py
• 441e35b572b5e9411164fc0606e734be4eb25c51 Update test_pce.py
• 07d267330dc9f0adc1809aff6716008d7bab7f92 Adds theta criterion PCE to init.py
• 1790f3728c015b332b01c4a380ec45e100d262c2 Minor naming conventions changes
• b4502edaddad0e3946fb4d8de80fb60c0ed634e9 Active learning for PCE Class
• fd26576517e0178f137f26d0752c5dffe7fd0549 New functions for PCE basis
• d8f2de03978cd5d2825ad19187bcd29692dd9edd Adds missing file copy in ClusterExecution.py
• 9e5f07258d557428bb44a179cc66edab517bd8d2 Merge pull request #205 from SURGroup/feature/RunModel_updates
• e6c48a2a9c6b1a8a32b26c8bdc70192a86dd4f23 Merge branch 'Development' into feature/RunModel_updates
• 45f446cd062b5f9d6110c51cce3ab398d5ae794b Merge pull request #202 from SURGroup/feature/v4/TMCMC
• 15e8d4d2fc7a9bc31dc8811bdd6ff0184405d458 Merge branch 'Development' into feature/v4/TMCMC
• ee6540a852541c9fced90b2098be8541da51415d Updates numpy version from 1.24.2 to 1.22.0
• bdba54a6302b4208d2a596d0b033b23988dafa70 Updates numpy version from 1.21.4 to 1.24.2
• dec5d7220dccd6a219652518c9d4dd11d241f438 Updates test values @promitchakroborty
• e5ee158821f80105787304b96ca6f47471c92610 STMCMC test error debug push 2
• 95337031d203d8dcb907cea872f7b8673c3fe621 Merge remote-tracking branch 'origin/feature/v4/TMCMC' into feature/v4/TMCMC
• accae159a44929ec111791c4194d2cda823b1d86 STMCMC test error debug push
• c8db82ec649205b4fc528cbe459bd79b3fc69f1e Minor formatting changes in cluster execution example
• 15cbf30e008a5a6bef567743a63370d5e9643ef5 Merge branch 'Development' into feature/RunModel_updates
• 291bd558eca5fb34598e0533b65c96c86fed5fc5 Merge pull request #196 from shellshocked2003/frontera
• 475df6cdbf03311da2f4dbb91b78191cea0542d2 Merge remote-tracking branch 'origin/Development' into feature/v4/TMCMC
• 6e2f2b7786beed5bdbde03fb3cdc34ee32de1113 Finalizes TMCMC docs
• 3d87f7026e71729b6f78b3aee7823a7d30ed9be1 Merge remote-tracking branch 'origin/feature/v4/TMCMC' into feature/v4/TMCMC
• 8921f9bccac6707bae98157bbbf1e6a5ea366e09 STMCMC documentation and docstrings
• ed1b5bd142ce7753ab6394843caf60f69e0d4e93 STMCMC bug fixes and unit tests
• 1cf219ea7b95cbe72a30c869c2357e291b4f3b7d Merge remote-tracking branch 'origin/feature/v4/TMCMC' into feature/v4/TMCMC
• 0fcdb28349fac0b5f9a22f15fd4477137bef7c9d Update run_script.sh to tile jobs using bash loop and mpirun
• 21fb69509e460ead4bd54f4b593127757acb17cf parallel tempering docstrings: changes to output docs
• 885bcfddbd90b1026f1030b5aafb35778d0d44a5 tempering and parallel tempering documentation
• 5e9dbed5ca49fb9b2bb4fe237983d12b42f9b307 first try at tempering / parallel tempering docstrings
• d897bfc836dddae4f11ee5d77d0294633407e696 Merge remote-tracking branch 'upstream/master' into frontera
• d7db12b28a476d9b16dd46c130d46e622d6c2a77 Added documentation and example for launching parallel job on cluster
• 02a53b6e7d30ff528f9090c0c0ab38d80aceb2a9 Correction for FORM
• 8917c83cfaf1872d474ee2a49edc5d84eb0a9e07 Allows either a single MCMC sampler or list to be provided in ParallelTemperingMCMC.py
• 8fae05274ecc266c03c595fec54ae4be4d40f674 Moves TemperingMCMC files inside mcmc folder
• 89827631c7fa5091f0ed2270a288fbe4125b578c Port TMCMC examples to v4
• 1b479bdfbd21439c1433588a060cfaa7a5de90eb Ports SequentialTemperingMCMC.py to v4
• e758876f4393805f45f8edd3d45571e1de4cb842 Ports ParallelTemperingMCMC.py to v4
• b87cf474ab6f2ca054ee8bd23e9d89d24a777c85 Starts TMCMC porting
• cfdf3dfd512b910f8c3ec7d58d0ebeb8d78fa9ae Adds Parallel and Sequential Tempering files
• 8d93c72ca078339a9b5fb36ab6fc97edbc99e822 Finished adding cluster exectution model, will test multi-node deployment on HPC next
• bc6fda0c50af9f75af22d7fffe0e8416264044f1 Update to fix issue related to Iterable
• 283f40a0139abc5751a8799ba950e9a451279e5f Merge remote-tracking branch 'upstream/master' into frontera
• 8dc7cd49910a5d8920655dc3ce62d6ea2e1a2399 Adding cluster execution model
• 179306f6a51dfa7c6484b919af5e27ae7341ac7b Merge remote-tracking branch 'upstream/master' into frontera
• a023a25d888685798361057c9077e707bbb8e287 Changes to run on Frontera: separate preprocessing, model run, and post processing to only use ibrun on computationally intensive portions
• d52d06f660e434ff8640f1a13d23b0ee51cddc65 Changes to RunModel to execute tiled MPI jobs on Frontera

This list of changes was auto generated.

• b16658465d0af96387e9109b4e55465e09f56293 Merge pull request #178 from SURGroup/feature/v4/KLE_2D
• 8ea79d1e5fd2aa76e890a005b19c70396662e1e0 Merge remote-tracking branch 'origin/Development' into feature/v4/KLE_2D
• ace9ebe7055d01f8a7c119d554c5f1ccfe41fec5 Changes while loop convergence condition of FORM.py
• 2dcd16a59161c4e7c388a1e30f1db2aba4cb07bd Changes logging error to logging info inside FORM.py
• 92241c0f321b5719137b6b74fb28849cc6563165 Tries to fix FORM convergence condition
• 8bd92a8d736233a339532e5a32a101103e958e1f Merge remote-tracking branch 'origin/feature/v4/KLE_2D' into feature/v4/KLE_2D
• 05ba57abdb13405eb85e0cb3c2a81c911289a7cf modified the example code plot for KLE 2D
• cb0f6f2afbfac41c9cc69571cfd4cdb672b0ae71 Merge remote-tracking branch 'origin/feature/v4/KLE_2D' into feature/v4/KLE_2D
• f97fde86626c842a29a0f361df09d6cd92a0cb67 KLE2D documentation fixes
• d01eb728e5a20f7ba6bc25091463f5c0044e0d70 corrected 2d test
• 07e34fc6769e872bdc1efa2feac72ea946f5b1fe added example file and documentation for the method along with another test for KLE 2d code
• c179ed8f0b1ca9596e7bac6aa03136ee28f6bbab Extracts KLE2D to separate file
• 7987f31745fc57646bf49d0c219d282ee3c38642 corrected a typo in the file test_karhunen_loeve_2d.py
• 19c14344a76bb206a6c90a6edb4c7b72a4dbd139 updated the docstrings for the class KarhunenLoeveExpansionTwoDimension
• cde3b523f5d2f8c8be8820b899f96dd9f97df61e corrected the sample value in pytest
• cdd20316d4aa6702d8e7ff5532d0a8e97d030311 corrected the samples shape test and print the value of the samples at a specific index
• c60520be459b0210aadef57fd8eef60cecc0f6b5 reduced the number of samples in the test to reduce the test time
• 7c41dce80068f0972d54a470b52151959e29e021 fixed samples shape error
• fabe62a3b3b023f128cd35b0b44909163644159a added debug print statements
• 0da82429c2c39dccd511724384eb336e234af926 added import from KarhunenLoeveExpansionTwoDimension in the 'init' file of the stochastic_process module
• 3a4cbc9e5e08eb015afc5ff702ad52f67690be89 added the code for KarhunenLoeveExpansionTwoDimension and added tests - test_karhunen_loeve_2d.py

This list of changes was auto generated.

• 38c96f502c99785550489d261ac74a3d4bf19ddf Fixes RSS tests
• 2818b256a9edf049914a2a0943d1f2db52f42af6 Fixes RSS tests
• 08b5f33f821a270361aeb8666be4dc7b95572dd8 Fixes AKMCS tests
• 80c3b0333143025d4a5adcbdd6e080d79d2b3e07 Removes old kriging files
• 1bfec7cc798be3cbbcf077def0064f924aae462a Merge pull request #192 from SURGroup/bugfix/nataf_stability
• 293f374e5516a96ead5309a0c93c4dec05e5ce92 Test fix
• e1cee93b4b965766baf84adae2d22f2dbf8f0382 Fixes matplotlib 3d projection issue
• 10a38229207b0d579b7453e0ed5a6ab469e356c3 Fixes matplotlib 3d projection issue
• 5a9c338aea3695e0488288981b9fe069c1dec1f3 Fixes Nataf Stability issue by adding an n_gauss_points optional parameter to distortion_z2x function

This list of changes was auto generated.

• 0b0ee2f75f0197c67db2d265dfaa0cbc2d4c6aca Fixes failing tests after changing naming conventions
• 813ae54e75164b74317695aeba218fe949b537dd Naming fixes
• 02bbff761057c637862ccee41116169885a926aa Minor example fixes
• f4e2bb31b6231c94e2db597a3f553c5847766f2a Merge pull request #186 from Uncertainty-Group-Braunschweig/Development
• e57f82dcdb2089869e7d942670733577378344d7 Described why SA outputs are different
• ee1d892118a4a594a99519afd071497b4275f46c Minor changes in documentation
• af5e2a57643d0fed0317a997daa41eee1330c167 Minor fixes to docstring
• 786c6e58b3ec37913ea2a9b6f84e2a149c86b44b Changed a_values in Sobol func
• dfa17e9390bffd59958716b29a03f1edebbdc2b8 Added convergence study
• 08d9180144873404704e3f9f2d13990fdaeb4428 Minor fix
• 7da93b1420e584141685a62df3e958199c02b8ee Added a basic comparison of sensitivity indices
• 624c37325e6f7ff9bf90047562e571f27d183152 Fixed minor typo
• 0216941dad7ea51c8fd057c91b99f223a94f613b Added type hints to PostProcess module
• 564086bc89d8e1e81505509c3f697819bc91f9ea Added plots in Chatterjee index examples
• ef52484b831764408d5cbeffb21eaa748f3a6e71 Added plots in CVM index examples
• bb14e82c39af7f845df2c37d94f99687fb6728f9 Added plots in Generalised Sobol examples
• d11e3955b0fc75166a39f6e87698a2e281304504 Added plots in Sobol examples
• 08d954fcaed264a414c5f946d9788ac0145c374a Added PostProcess module for sensitivity indices.
• dd6393f5155fafffdb5f2337090ac97bd5e22a40 Added references to bibliography for Sobol
• 168f7d3e389ce93de2fcdd2ea8927603d00c8deb Added references to bibliography for GSI
• e3f0d7a6661af28d59c9c2ed5a5abf265f17f37d Added references to bibliography for CVM
• f3b59350063dd7a2c9809e265efddc4108bc76bb Added references to bibliography for Chatterjee
• caffb2d07770a4c295e94b525bcb27a956bb3f32 Changed variable name: CI -> confidence interval
• d78b28ba8da7405d111d2715a459c694aa023697 Changed variable name: CI -> confidence interval
• e0ad8da9db9eb20330f53ffc8b3cb4139ebcdc37 Changed baseclass module names to CamelCase
• bfa2c53e0b7252f84d2841c33652618d79e064a0 Changed Sobol module name to CamelCase
• f9eec9ac7896b0e50999b7f11a469ad51fb5b27a Changed GSI module name to CamelCase
• 78ba451e7c00db6b6e1ac6320428230a2f870df1 Changed CVM module name to CamelCase
• 4ceb33c9193e56c3637057fd403022d07202d6a4 Changed Chatterjee module name to CamelCase
• aff7d0965a335b342a367f5eadcd48ca1f5fdcd8 Added Type Hints to baseclass modules
• 13d229e128489f550f5baa9ede391dd60256aa83 Added Type Hints to Sobol module
• 9fcda77409fc41079c95ddf697253c716d420a0c Added Type Hints to GSI module
• 358440614de4d3fb4b42de178b8c5965ef89dd0e Added Type Hints to CVM module
• df66e93ce4abf2cd10189f39ac0ed9d554312a11 Added Type Hints to Chatterjee module
• 12a5b8252676f4bd3ec1bd3641a63a4b358a1d58 Added NumpyIntArray to support int arrays as input
• d842ec67457ba1cc49df0eb005af160b7e2809f4 Improved documentation Sobol indices
• 26d27db486b26b21315aef003763408329994bd0 Merge pull request #1 from SURGroup/Development
• d48552cddd22fc0181baa1135e83fba27c920873 Improved documentation GeneralisedSobol indices
• 86dcd1aacc8a40869247f2866cde36814f25cf77 Improved documentation for CramervonMises indices
• 21c02896e2ca5947470f95dc160bb2ca82e7ee85 Improved documentation for Chatterjee indices
• f15c7bb4cb6f88b1311698b3f1180806cdb0d67b Added examples generalised sobol sensitivity
• 29b47271e500ed76dfbab00156831536957be1d0 Add unit tests for generalised sobol sensitivity
• 3da45cf5af9360c8dfb7756500000269d0cdd1f2 Added documentation for generalised sobol indices
• 1e6118f00155192508aedf0e12cf0df126cff5d4 Added generalised sobol sensitivity
• e181e738dfe4c441cb917a67e2b6c2736e7b2f0f Add unit tests for Chatterjee sensitivity
• e4407c667e188acbaa0fe1af97727f3df95f1f18 Added examples Chatterjee sensitivity
• 0b5a6662be6e673ff2ffd34807f1cb8afa3f5f53 Added documentation Chatterjee sensitivity
• c86aea248903b03f72c0b918556d911b13ab3f41 Minor docstring fix
• 92a724c1efd93d2af33233fd5491afc3b773ab21 Added Chatterjee sensitivity index
• 3f59fd89706be8e48dfdae1d1efef719aaa7f2d4 Changed docstrings to match rtd_theme
• 69ac38aec2546bd9b6afb8b634eb9d5ff4fd6115 Minor fixes in docstrings
• 852be9d3f41a0815be3d831088c21579ca76fb04 Rearranged order in index
• 8ab489215f852ec46de90164ad92bf4281dd39a5 Fixed references in documentation
• 4d4a012828c69713b17dc78fb565a48d12738695 Added examples Cramér-von Mises sensitivity
• 27305fc4ecb3a9342892bc0b88446cf77f970979 Added documentation Cramér-von Mises sensitivity
• f16288d6d537bb96cded08ae98f7a11d3ebb4021 Add unit tests for Cramér-von Mises sensitivity
• 068fde50f05f5084cfee6a33bab741f175637464 Added Cramér-von Mises sensitivity index
• c38b2e6f20013054375cf02568dc7f11446b3c42 Added examples for Sobol indices
• 5de396e2efbeffd97c0f000be6e126bca16fc6c7 Added documentation for Sobol indices
• 23c0607cf9e4e7a625d893e872177dd7e315c595 Formatted conf.py with Black
• 2ae7cebbbd197323f05ec2dcbf34d684d5a8448c Added modules in sensitivity init.py
• d2da7d124eb25e04e6aaf69f7fb3c5a182f64f9a Fixed minor typo
• 18ed2f2fe4e6dbb446142c9e8b1255906a382b45 Add unit tests for sobol & sensitivity baseclass
• a0ddbede089ce5fee1bc152640496c66f5949e9c Added sobol sensitivity

This list of changes was auto generated.