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LLNL/MuyGPyS
Using weights for individual data points

I m finding this code very useful, thank you for writing such a nice package. I have some data I d like to fit but each point can have quite variable uncertainty. I find that in this case of different ...
  • esheldon
  • 3
  • Opened 
    on Oct 17, 2024
  • #245

LLNL/MuyGPyS
numpy version has error checking jax

pip install --upgrade muygpys[hnswlib] [ins] In [1]: import MuyGPyS --------------------------------------------------------------------------- AttributeError Traceback (most ...
  • esheldon
  • 3
  • Opened 
    on Oct 8, 2024
  • #244

LLNL/MuyGPyS
unable to pip install muygpys

I m unable to pip install muygpys package on Windows. This is the error result: Collecting muygpys Using cached muygpys-0.8.2-py3-none-any.whl.metadata (18 kB) Requirement already satisfied: numpy =1.18.5 ...
  • RonCard
  • 3
  • Opened 
    on Jun 19, 2024
  • #236

LLNL/MuyGPyS
Pip install broken on develop

I tried to install the develop branch via pip with pip install muygpys[hnswlib,jax_cpu] @ git+https://github.com/LLNL/MuyGPyS.git@develop#egg=muygpys and the install looked successful but was actually ...
  • igoumiri
  • 1
  • Opened 
    on Jun 10, 2024
  • #233

LLNL/MuyGPyS
improve muygp torch implementation

Need to understand and extensively test the performance of muyGP torch functionality. @bwpriest Hi MIn, here is the toy example we discussed previously.
  • boya66
  • Opened 
    on Apr 18, 2024
  • #225

LLNL/MuyGPyS
Docstring example in MuyGPS object leads to error

Running the example code in the MuyGPS docstring: `from MuyGPyS.gp import MuyGPS k_kwargs = { kern : rbf , metric : F2 , eps : { val : 1e-5}, nu : { val : 0.38, bounds : (0.1, 2.5)}, length_scale : { ...
  • petershagnea
  • 2
  • Opened 
    on Sep 1, 2023
  • #187

LLNL/MuyGPyS
Should refactor library internals to be "ifless"

Presently, brittle conditionals still proliferate in the codebase. We need to eventually remove all of this stuff with proper object-oriented design and inheritance to avoid yucky updates when we have ...
  • bwpriest
  • 3
  • Opened 
    on Aug 25, 2023
  • #186

LLNL/MuyGPyS
fast regression tutorial is a mess and needs a rewrite

What it says on the tin. The fast regression tutorial is not readable in its current state. I think we can simplify it by removing optimization, as it is not relevant to the tutorial. The purpose is to ...
  • bwpriest
  • 1
  • Opened 
    on Jul 19, 2023
  • #174

LLNL/MuyGPyS
loss method propagation is ungainly

right now, when adding a loss method we need to modify a bunch of helper functions, which is brittle and bug-prone. We need to reengineer the loss function harness such that the loss functions in MuyGPyS.optimize.loss ...
  • bwpriest
  • 1
  • Opened 
    on Jul 18, 2023
  • #168

LLNL/MuyGPyS
Missing requirement for jax

Ran into this when trying to use jax on pascal: ... File /g/g90/goumiri1/src/monetgrams/venv/lib/python3.9/site-packages/MuyGPyS/_src/gp/kernels/jax.py , line 8, in module from tensorflow_probability.substrates ...
  • igoumiri
  • 1
  • Opened 
    on Jun 29, 2023
  • #163
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