David Liu

icon indicating a website link https://davindicode.github.io/

icon company University of Cambridge icon location Cambridge, UK icon location Machine learning and neuroscience at University of Cambridge

Results 2 issues of David Liu

Multi-output multi-lengthscale GPs [feature request] [discussion]

6 comment

Hey everyone, I have coded up a multi-output multi-lengthscale GP (i.e. separate kernel hyperparameter per input dimension and per output dimension). It is pretty efficient, and scalable combined with inducing...

enhancement
help wanted

JAX 0.7 compatibility

5 comment

``` File ".../venvserver/lib/python3.12/site-packages/tensorflow_probability/python/internal/backend/jax/ops.py", line 681, in jax.interpreters.xla.pytype_aval_mappings[onp.ndarray]) ... AttributeError: jax.interpreters.xla.pytype_aval_mappings was deprecated in JAX v0.5.0 and removed in JAX v0.7.0. jax.core.pytype_aval_mappings can be used as a replacement in most cases....