Takuya Iwanaga
Takuya Iwanaga
`textract.process(path_to_pdf, method='pdfminer')` Issue can be resolved by adding `shell=True` to the `subprocess.Popen()` call (circa line 82 in utils.py), but this is probably not an ideal workaround.
Address #132 Radial OAT sampling and analysis method. Includes Elementary Effects and Jansen's sensitivity estimation. Still a work in progress and not ready for merge. Requires: * Additional testing and...
Recently published column shift method by @Xifus could be incorporated into SALib Repo can be found here: https://github.com/Xifus/ColumnShiftMethod
Scipy now offers a [Sobol' sampling method](https://scipy.github.io/devdocs/reference/generated/scipy.stats.qmc.Sobol.html) which includes scrambling and supports a more computationally efficient approach to continuing an existing design (skipping values). I propose we wrap the scipy...
Add heatmaps as one of the convenience plots. Tentative implementation available in the [`heatmap` branch](https://github.com/ConnectedSystems/SALib/tree/heatmap) Currently only available through the ProblemSpec interface. Needs to be generalized to support the underlying...
As in title - handle cases where there is no variance (e.g., a constant array) but the reported variance is > 0 due to computational error.
The current implementation is naive in that the analysis is conducted on each factor within a group individually, and the mean of their results are reported. As such, grouping parameters...
Principle change included in this PR is the replacement of `np.matmul` with `np.einsum` to avoid the repeated use of the former within loops, reducing runtime by ~35% compared to the...
Scrambled Sobol' sequences offer improved uniformity and convergence properties compared with earlier approaches. http://jcgt.org/published/0009/04/01/ http://statweb.stanford.edu/~owen/reports/dropzero.pdf