EMAworkbench
EMAworkbench copied to clipboard
quaquel
workbench for performing exploratory modeling and analysis
In recent weeks, various people have been complaining about getting a ValueError: cannot convert float to NaN. The error is triggerd in lines [285-288 in callback.py](https://github.com/quaquel/EMAworkbench/blob/1b5175d96953ed9bf466790dc9249dae6802bcb7/ema_workbench/em_framework/callbacks.py#L285-L288). Note that until https://github.com/quaquel/EMAworkbench/commit/ba4abbbbaa68d56ea604a242bb721fcd65b39afb,...
Currently everything in [requirements.txt](https://github.com/quaquel/EMAworkbench/blob/master/requirements.txt) is always installed no matter the use case. For essential usage (core) a lot less dependencies are needed than for development or docs generation. _sphinx_ and...
Add a Python 3.11 job (on Ubuntu) to the testing matrix, since the first [Python 3.11 release candidate](https://www.python.org/downloads/release/python-3110rc1/) is out.
Currently, the MultiprocessingEvaluator (and IpyparralelEvaluator) create a root tmp folder in the current working directory. Ideally, this should be user controllable
## Problem In practice, most EMAworkbench work is iterative. When optimizing, picking a useful value of function evaluations (nfe) is especially uncertain. Users are probably most likely to first pick...
In SciPy [1.7.0](https://github.com/scipy/scipy/releases/tag/v1.7.0) one of the most massive PRs in SciPy history was merged, https://github.com/scipy/scipy/pull/10844. This PR added the `scipy.stats.qmc` [submodule](https://docs.scipy.org/doc/scipy/reference/stats.qmc.html), which [provides](https://docs.scipy.org/doc/scipy/reference/stats.qmc.html) Quasi-Monte Carlo generators and associated helper functions....
If the parameter `data` of the `calculate_cid()` function contains arrays that have a static value (e.g., `[0. 0. 0. 0. 0.]`), it would be imply that `ce_i=0` or `ce_j=0` which...
As requested in #101, I'm filing a separate issue for each improvement. I have some initial work on progress bar and run stats in https://github.com/steipatr/EMAworkbench/tree/experiment-stats. I focused on sequential and...
Hi Jan, Jason and I have now completed our project for the Energy Modelling Initiative. We used the Workbench extensively, but also added some stuff to it. Looking at our...
Seaborn 0.11.0 (September 2020) added functionality to the `sns.pairplot()` function for kde (contours) and histograms (discretized heatmap). It would be great for EMA to add this functionality, especially since the...