Pytensor Alternatives
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ydata-profiling
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pytensor discussion
pytensor reviews and mentions
- [D] Programming language for developing computational statistics algorithms
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
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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