Tirth Patel

> * Adding a `readonly` flag is extra metadata only and backwards-compatible (given that we want readonly arrays to be exported today), so will not require an ABI version bump...

Your normal distribution is centered at 0 and so the diagonal entries are susceptible to be near zero which presents challenges for float32 datatype. If you center the data differently,...

GPy and other libraries just keep on adding noise until cholesky decomposition passes. So, I don't think there is a better solution to this problem. Though it is worth some...

Just force upgrade your package using: ``pip install --upgrade --force tensorflow_probability``. If it doesn't work reinstalling TensorFlow Probability may help!

This can be done easily and is very handy! Quick fix straight from wikipedia ```python @staticmethod def from_loc_scale(name, loc, scale, **kwargs): """ Beta distribution from `loc` and `scale` parameters. Parameters...

I have completed my work on the model and now tests and a notebook is left. Can one of you take a look at this please @fonnesbeck @aloctavodia All the...

> What's the issue with NUTS? @fonnesbeck It is giving me this error no matter what the input is: ```none Traceback (most recent call last): File "", line 1, in...

Turns out this happened due to the choice of poor priors and kernels. I solved it by adding a white noise kernel. So NUTS now works (just have to add...

Marking this ready for reviews. Will add tests and notebook asap

I have already added the jitter argument that defaults to 1e-4 for float32 and 1e-6 for float64 datatype and works in a similar way as TFP. On Sat, Aug 1,...