pytensor

PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays. (by pymc-devs)

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better pytensor alternative or higher similarity.

pytensor reviews and mentions

Posts with mentions or reviews of pytensor. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-30.
  • [D] Programming language for developing computational statistics algorithms
    3 projects | /r/statistics | 30 Jan 2023
    I wouldn't overlook also how many goodies these existing PPLs are coming with. Starting from scratch means that one would have code up all the utilities to assess convergence, chain properties, etc. etc. on their own. And more advanced tricks like auto-differentiations that by themselves are huge perks are also unavailable (goodbye easy ADVI). For example PyMC, now uses Numba and JAX (via Aesara/PyTensor depending on your version), so theoretically (and practically) you can include arbitary PyTensor/JAX code in your model. I use PyMC as an example here, but this extends to most other PPLs too depending on their backends.

Stats

Basic pytensor repo stats
1
231
9.5
3 days ago

pymc-devs/pytensor is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.

The primary programming language of pytensor is Python.

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