Ashley Scillitoe

Hi @Simardeep27, if I understand you correctly you're saying should we create "wrappers" around the scipy methods `.pdf()` etc? If so, yes! I think that's exactly what I had in...

Hi both, I looked into it a bit more and I think we can get everything we need from `rv.support()` and `rv.mean()`? Or even just `rv.a` and `rv.b` to get...

Hi @Simardeep27, for the plotting additions, would you be able to merge this into the latest `develop` branch please? and then PR back into that? It will get confusing if...

Great thanks! Re validating the distributions, we need to think a bit more about this. If you'd like to have a go at some other stuff in the meantime, there...

@RobertSamoilescu can we close this now?

Hi @pthalasta, we are now actively working on this, and it will be released relatively soon. I shall make sure to update here once released. In the meantime, there is...

Changes to investigate: - "_`tf.keras.optimizers.experimental.Optimizer` will graduate in Release 2.11, which means `tf.keras.optimizers.Optimizer` will be an alias of `tf.keras.optimizers.experimental.Optimizer`. The current `tf.keras.optimizers.Optimizer` will continue to be supported as `tf.keras.optimizers.legacy.Optimizer`_" -...

> * "_`tf.keras.optimizers.experimental.Optimizer` will graduate in Release 2.11, which means `tf.keras.optimizers.Optimizer` will be an alias of `tf.keras.optimizers.experimental.Optimizer`. The current `tf.keras.optimizers.Optimizer` will continue to be supported as `tf.keras.optimizers.legacy.Optimizer`_" - Relevant to...

> * "_RNG behavior change for tf.keras.initializers. Keras initializers will now use stateless random ops to generate random numbers._" - I don't think we use `initializers` directly, but wondering if...

Doing a final sanity check on `test_all_notebooks` [here](https://github.com/SeldonIO/alibi-detect/actions/runs/3037800045), and will check a random selection of excluded notebooks.