Srinivas Vasudevan

Hi, Are there a set of benchmarks to run against? I'd be interested in seeing what sort of data you were running against / how the benchmarking is done. I...

PRs welcome here. Feel free to send a PR that does something similar to this (alternative parameterization of a NegativeBinomial): https://cs.opensource.google/tensorflow/probability/+/main:tensorflow_probability/python/distributions/negative_binomial.py;drc=bcdf53024ef9f35d81be063093ccfb3a762dab3f;l=115

Hi just wanted to respond with a few updates here: We have https://www.tensorflow.org/probability/api_docs/python/tfp/experimental/linalg/simple_robustified_cholesky?hl=ar-SY&skip_cache=true which uses an LDL internally. I also want to point out `retrying_cholesky` and friends: https://www.tensorflow.org/probability/api_docs/python/tfp/experimental/distributions/marginal_fns/retrying_cholesky This essentially...

Hi, a couple of comments here: Is the intent to draw a 1000 samples from a GP parameterized by a `ExponentiatedQuadratic(1., 1.)`? If so I would create the GP object...

FWIW here's a sampler based on Stadlober's paper: https://colab.research.google.com/drive/1uARQ9ojLmlMGRGOYD1cqOe6raLv9XsHx?usp=sharing It needs a bit of cleaning up in the name department, but hopefully can just be plugged in to your Hypergeometric...

Made this a github gist since there seem to be some permission problems: https://gist.github.com/srvasude/cb4a457a5acbb57614be7b970e62cda1#file-hypergeometric-sampling-ipynb

At the moment, no. the L-BFGS optimizer doesn't implement L-BFGS-B. I've generally performed constraining inside my function, which will be a bit different than L-BFGS-B. For instance, if I have...

Sorry for the delay, the PR has been merged.

It seems like Travis is failing on: pluggy.manager.PluginValidationError: Plugin 'pytest_cov' could not be loaded: (coverage 4.0.3 (/home/travis/miniconda/envs/test-environment/lib/python2.7/site-packages), Requirement.parse('coverage>=4.4'))! Suggestions?

@SiegeLordEx Is it possible to take a look at this? The underlying issue doesn't trigger any more (since I believe there is an XLA registration of the op), but it...