JaxGaussianProcesses/GPJax

Issues

• feat: HuggingFace integration

  #286 opened 2 months ago by thomaspinder
  5

• docs: Add GPLVM example

  #320 opened 4 months ago by thomaspinder
  2

• feat: Poisson closed form expression for the variational expectation.

  #315 opened 4 months ago by daniel-dodd
  2

• feat: Monte Carlo integrator.

  #314 opened 4 months ago by daniel-dodd
  2

• dev: Add non-conjugate smoke test

  #302 opened 4 months ago by thomaspinder
  2

• feat: Implement a multi-class discrete likelihood function.

  #299 opened 4 months ago by thomaspinder
  2

• feat: Implement Gamma likelihood

  #298 opened 4 months ago by thomaspinder
  2

• feat: Implement beta likelihood

  #297 opened 4 months ago by thomaspinder
  6

• docs: Add triangular solve figure

  #268 opened 4 months ago by thomaspinder
  10

• feat: Attach priors to parameters

  #273 opened 4 months ago by thomaspinder
  3

• bug: GraphKernel does not conform to AbstractKernel interface

  #239 opened 4 months ago by st--
  2

• dev: mean function behaviour consistent with kernels

  #238 opened 4 months ago by st--
  2

• bug: GaussianDistribution.sample ignores part of sample shape

  #236 opened 4 months ago by thomaspinder
  2

• feat: PyTree representation

  #272 opened 5 months ago by thomaspinder
  1

• dev: Flag when the PyTree is in its constrained or unconstrained state

  #274 opened 5 months ago by thomaspinder
  2

• dev: Recursive trainability

  #287 opened 5 months ago by thomaspinder
  0

• dev: ConstantDiagonalLinearOperator should use a scalar `constant` field like the rest of the codebase

  #240 opened a year ago by st--
  0

• dev: Add benchmarking

  #306 opened a year ago by thomaspinder
  0

• bug: Overly restrictive jaxlib dependency?

  #336 opened a year ago by james-bowden
  2

• bug: Zero mean function doesn't necessarily return zero after optimising a GP posterior

  #330 opened a year ago by Thomas-Christie
  4

• docs: Introduction to kernels

  #269 opened 2 years ago by thomaspinder
  3

• dev: Decouple kernel computation class initialisation from kernel.

  #293 opened 2 years ago by daniel-dodd
  1

• docs: Integrator example.

  #294 opened 2 years ago by daniel-dodd
  0

• dev: Measure Docstring coverage

  #316 opened 2 years ago by ingmarschuster
  0

• dev: Add stochastic VI smoke test

  #304 opened 2 years ago by thomaspinder
  0

• dev: Add sparse GP smoke test

  #303 opened 2 years ago by thomaspinder
  0

• dev: Add regression smoke test

  #305 opened 2 years ago by thomaspinder
  0

• The Deep Kernel Learning Notebook from readthedeocs.io - How to incorporate a combination kernel instead of a single kernel in the existing codebase?

  #210 opened 2 years ago by GautamV234
  1

• docs: Likelihoods notebook

  #295 opened 2 years ago by thomaspinder
  0

• dev: Add paper citations to objects

  #217 opened 2 years ago by thomaspinder
  0

• dev: ensure correct PyTest/PyTest dependencies install

  #292 opened 2 years ago by ingmarschuster
  2

• dev: Abstract integrator

  #270 opened 2 years ago by thomaspinder
  0

• feat: Analytical expectation of the Gaussian likelihood

  #282 opened 2 years ago by thomaspinder
  0

• bug: tfp.distributions.GaussianDistribution methods not working

  #290 opened 2 years ago by frazane
  0

• feat: Upload coverage report artifacts

  #201 opened 2 years ago by thomaspinder
  0

• dev: Allow fit to accept a callable, not an objective class

  #235 opened 2 years ago by thomaspinder
  0

• bug: unstabilities with float32

  #207 opened 2 years ago by felixchalumeau
  4

• feat: Drop `spectral_density` from `__init__`

  #216 opened 2 years ago by thomaspinder
  0

• feat: Expose computation class in the `__init__`

  #215 opened 2 years ago by thomaspinder
  0

• dev: Cleanup graph kernel

  #214 opened 2 years ago by thomaspinder
  0

• dev: Move `_set_kernels` into the `__init__` method of combination kernels.

  #213 opened 2 years ago by thomaspinder
  0

• feat: Use Poetry

  #200 opened 2 years ago by thomaspinder
  0

• feat: Lint with Ruff

  #203 opened 2 years ago by thomaspinder
  0

• dev: Update README for new backend

  #219 opened 2 years ago by thomaspinder
  0

• dev: Create PyTree notebook

  #226 opened 2 years ago by thomaspinder
  0

• feat: Add save/load functionality

  #227 opened 2 years ago by thomaspinder
  0

• feat: Use beartyping

  #202 opened 2 years ago by thomaspinder
  1

• feat: Incorporate the `Parameters` object from JaxUtils

  #194 opened 2 years ago by thomaspinder
  0

• dev: Drop Distrax

  #204 opened 2 years ago by thomaspinder
  0

• Uncertainty plot mismatch with label in `regression.pct.py`

  #184 opened 2 years ago by patel-zeel
  2