pip install numpyro failed on windows

[GMCobraz]

Hi numpyro developers,

Good day.
Same error happened to new release which can refer back to closed issue (pip install numpyro failed on windows #1072)

ERROR: Cannot install numpyro==0.1.0, numpyro==0.2.0, numpyro==0.2.1, numpyro==0.2.2, numpyro==0.2.3, numpyro==0.2.4, numpyro==0.3.0, numpyro==0.4.0, numpyro==0.4.1, numpyro==0.5.0, numpyro==0.6.0, numpyro==0.7.0 and numpyro==0.7.1 because these package versions have conflicting dependencies.

The conflict is caused by:
numpyro 0.7.1 depends on jaxlib>=0.1.65
numpyro 0.7.0 depends on jaxlib>=0.1.65
numpyro 0.6.0 depends on jaxlib==0.1.62
numpyro 0.5.0 depends on jaxlib==0.1.59
numpyro 0.4.1 depends on jaxlib==0.1.56
numpyro 0.4.0 depends on jaxlib==0.1.55
numpyro 0.3.0 depends on jaxlib==0.1.51
numpyro 0.2.4 depends on jaxlib==0.1.37
numpyro 0.2.3 depends on jaxlib==0.1.36
numpyro 0.2.2 depends on jaxlib==0.1.36
numpyro 0.2.1 depends on jaxlib==0.1.32
numpyro 0.2.0 depends on jaxlib==0.1.27
numpyro 0.1.0 depends on jaxlib>=0.1.14

To fix this you could try to:

1. loosen the range of package versions you've specified
2. remove package versions to allow pip attempt to solve the dependency conflict

ERROR: ResolutionImpossible: for help visit https://pip.pypa.io/en/latest/user_guide/#fixing-conflicting-dependencies

Please help.

Thank you very much

[fehiepsi]

@GMCobraz @wenouyang Please see the note for windows support. You'll need to install/build jax/jaxlib first. The simplest way to get jaxlib installed is to use pip/conda on Windows Subsystem for Linux. Please let us know if the notice in README needs to improve.