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Pinned

  1. Deep universal probabilistic programming with Python and PyTorch

    Python 5.6k 620

  2. Tensors and Dynamic neural networks in Python with strong GPU acceleration

    C++ 30.9k 7.6k

  3. Functional analysis + tensors + symbolic algebra

    Python 57 1

  4. A Bayesian latent tree model of high-dimensional heterogeneous data

    Python 14 3

  5. A streaming cross-cat inference engine

    C++ 47 17

  6. A browser app to demonstrate harmony in just intonation.

    JavaScript 38 9

1,292 contributions in the last year

Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Mon Wed Fri
Activity overview
Contributed to pyro-ppl/pyro, pyro-ppl/funsor, dgasmith/opt_einsum and 5 other repositories
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Contribution activity

August 2019

Created a pull request in pytorch/pytorch that received 5 comments

Vectorize LowerCholeskyTransform

Removes older torch.stack-based logic in favor of torch.diagonal() and torch.diag_embed(). I see 100x speedup in my application, where my batched m…

+2 −10 5 comments

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

Cholesky error in GaussianHMM, _sequential_gaussian_tensordot()

I'm seeing cholesky errors in _sequential_gaussian_tensordot() when computing GaussianHMM.log_prob(), including precision matrices with very negati…

3 comments
1 contribution in private repositories Aug 8

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