John Goertz
John Goertz
It seems that the [examples gallery](https://docs.pymc.io/nb_examples/index.html) auto-generates thumbnails by grabbing the last figure in a notebook. However, this has often resulted in thumbnails that are either un-informative or even mis-informative....
**Feature description** It would be great to have a sampler that's both compatible with JAX-jitted functions and leverages JAX's parallelization tools. **Motivation/Application** I have a slow objective function that is...
I'm not sure if this would break everything, but it would be very useful to be able to construct parameters/variables that inherit sympy's `Dummy` class instead of the `Symbol` class....
It would be great to have a 'verbose' option to report the progress of the fit, either through a progress bar a la [tqdm](https://tqdm.github.io/) or just by printing out the...
Since 0.5.2 (and [this merge](https://github.com/tBuLi/symfit/pull/279#)) symfit can now estimate the initial values of ODEModels. However, there's no clear way to provide the scale of those initial values. For example, the...
Adding constraints to the fitting of an ODEModel raises an error, `__init__() missing 1 required positional argument: 'initial'` Taking the simple coupled ODE model from the docs and adding an...
It would be great if there was a way of exporting with every tweet in view. Right now I can save the page as an html file, but I only...
# Overview `new_tip='always'` yields unexpected behavior if transfer volume exceeds tips. A new tip is used per source well, rather than per aspiration as I would expect. # Steps to...
Given a list of UPArrays, `y_upas`, we can find total expectation/variance as: ```python μs = np.stack([y.μ for y in y_upas]) σ2s = np.stack([y.σ2 for y in y_upas]) total_upa = gmb.uparray('y',...
Current pattern: ```python gmb.Standardizer(y={'μ':y_train.mean(), 'σ':y_train.std()}) ``` Desired pattern: ```python gmb.Standardizer(y=y_train) ```