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Neeraj Pradhan neerajprad

99 followers · 7 following · 15

Uber AI Labs
San Francisco

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pyro

Forked from pyro-ppl/pyro

Deep universal probabilistic programming with Python and PyTorch

Jupyter Notebook 1 1
pyro-cron

Shell
pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

C++ 43.3k 11.3k
pyro-ppl/pyro

Deep universal probabilistic programming with Python and PyTorch

Python 6.5k 782
pyro-ppl/numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

Python 756 58
pyro-ppl/funsor

Functional tensors for probabilistic programming

Python 151 13

493 contributions in the last year

Contribution activity

October 2020

pytorch/pytorch 1 commit

Created a pull request in facebookresearch/pplbench that received 3 comments

Oct 16

Add numpyro to pplbench

Summary: This adds NumPyro to pplbench.ppls, and tests this on a logistic regression example. There are a few things that require further discussion:

+159 −0 • 3 comments

Fix error in Binomial to retain lazy logit initialization Oct 8

Bump to 0.4.1 (again) Oct 19
Bump to version 0.4.1 Oct 19
Make omnistaging work with validate_args=True Oct 14
Fix von mises log prob and sample Oct 13
Relax interval constraint Oct 2
Fix some rendering issues at tutorial page Oct 2

Created an issue in pyro-ppl/numpyro that received 3 comments

Oct 16

Usability issues when warmup samples are collected

If we have collect_warmup=True when running warmup separately we do not discard samples from the warmup phase. However, when we later run mcmc.run …

3 comments

3 contributions in private repositories Oct 13 – Oct 16

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