pymc
https://github.com/pymc-devs/pymc
Python
Bayesian Modeling in Python
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- Issues
- Avoid creating float64 tensors in VI when possible
- BUG: np.linalg.LinAlgError using multivariate_normal kernel of SMC
- Remove some math utilities from the PyMC root scope?
- Use same API for defining internal and external Nuts kwargs
- Passing dims=(dim1, dim2) in gp.prior leads to shape inconcistency
- BUG: Jax-based samplers crash at transformation stage
- Update HSGP prior_linearized example to point to _m_star instead of m_star
- Rename `gp.predict` to `gp.compile_predict`
- Add function that goes from transformed space to untransformed space
- JAX backend fails for latent scan variables
- Docs
- Python not yet supported