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Flax/nnx backend #440

Merged
merged 212 commits into from
Aug 16, 2024
Merged

Flax/nnx backend #440

merged 212 commits into from
Aug 16, 2024

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frazane
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@frazane frazane commented Mar 6, 2024 •
edited by thomaspinder
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Description

Introduces flax / nnx as backend for the library.

Tasks

  • pass all standard tests
  • pass integration tests
  • check and eventually update all docstrings
  • pass docstrings tests
  • run all documentation notebooks
  • adapt markdown cells in documentation notebooks
  • new docs pages

Running documentation notebooks

  • barycentres
  • bayesian_optimisation
  • classification
  • collapsed_vi
  • constructing_new_kernels
  • decision_making
  • deep_kernels
  • graph_kernels
  • intro_to_gps
  • intro_to_kernels
  • likelihoods_guide
  • oceanmodelling
  • poisson
  • regression
  • uncollapsed_vi
  • utils
  • yacht

frazane added 30 commits January 6, 2024 13:24
@frazane
add flax v0.8.0 to deps, temporarily from github main branch
f7ff6b1
@frazane
main gps objects as nnx modules
04ce459
@frazane
integrators as nnx dataclasses and some static typing refactoring
2dc9479
@frazane
likelihoods as nnx dataclasses modules and some static typing refacto…
7efbd20 
…ring
@frazane
small refactoring
ae034e2
@frazane
mean functions as nnx dataclasses modules and some refactoring
c530481
@frazane
bugfix
7d14eaf
@frazane
objectives as nnx dataclasses modules
40891f7
@frazane
variational families with nnx
e749bc6
@frazane
kernels base with nnx
3568d9c
@frazane
wip stationary kernels
28c3b9e
@frazane
wip nonstationary kernels
49cc6e0
@frazane
wip non euclidean kernels
9d2567e
@frazane
computations with nnx
f18701c
@frazane
rff with nnx
61bf22b
@frazane
bugfix
f0736f7
@frazane
Merge branch 'main' into flax-backend
64f4f3b
@frazane
stationary kernels as normal classes
6038458
@frazane
nonstationary kernels as normal classes
447dad1
@frazane
noneuclidean kernels as normal classes
2d343c2
@frazane
rff as standard class + stationary kernel abstract class for static t…
af33559 
…yping
@frazane
started work on parameters
cfabc4c
@frazane
more objects as normal classes
645c111
@frazane
gps as normal classes
c536b1a
@frazane
integrators as normal classes
cac712e
@frazane
dataset is not a pytree
f50ffe7
@frazane
removed superfluous inits
7e1a23e
@frazane
register dataset as pytree
5d21926
@frazane
use parameters here and there
8133850
@frazane
set active_dims default to 1
4333f0b
thomaspinder and others added 26 commits August 15, 2024 22:29
@thomaspinder
bump deps
939f903
@thomaspinder
Update poetry
8ddee1f
@thomaspinder
Update poetry
767cef2
@thomaspinder
Merge branch 'fix-doc-build' into backend_doc
46be074 
Signed-off-by: Thomas Pinder <[email protected]>
@thomaspinder
Fix shutil
81a6b98
@thomaspinder
Drop flax base
e38d5bb
@thomaspinder
Merge pull request #461 from JaxGaussianProcesses/fix-doc-build
0d21a31 
Update docs build process
@thomaspinder
Rebase
382098c
@thomaspinder
Merge branch 'backend_doc' of github.com:JaxGaussianProcesses/GPJax i…
a5bca61 
…nto backend_doc
@thomaspinder
Merge pull request #462 from JaxGaussianProcesses/backend_doc
4383d1d 
Backend doc
@frazane
add scikit-learn dependency for docs
0c073ac
@frazane
bugfix: change directory before running jupytext
91022b9
@frazane
use local mpl style file
7d73c27
@frazane
do not use MCMC for classification (it is *very* slow)
c07ead4
@frazane
[skip-ci] update github workflows for docs
4ebc673
@thomaspinder
Fix split
6450603
@thomaspinder
Fix split
4ee615e
@thomaspinder
Fix split
2d323b2
@thomaspinder
Fix xdoctest
5b9f058
@thomaspinder
Fix doc
6fcb83d
@thomaspinder
Add serial build
02bfd01
@thomaspinder
Update parameters transform and backend doc
7e628f0
@thomaspinder
Update parameters transform and backend doc
172e61e
@thomaspinder
Merge pull request #465 from JaxGaussianProcesses/fix-doc-build
ab86ac5 
Fix doc build
@thomaspinder
Bump Python
cc62521
@thomaspinder
Merge branch 'flax-backend-normalclasses' of github.com:JaxGaussianPr…
20953c6 
…ocesses/GPJax into flax-backend-normalclasses
@thomaspinder thomaspinder changed the title [WIP] Flax/nnx backend Flax/nnx backend Aug 16, 2024
@thomaspinder thomaspinder merged commit 9ba68a4 into main Aug 16, 2024
13 checks passed
@thomaspinder thomaspinder deleted the flax-backend-normalclasses branch August 16, 2024 19:39
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@thomaspinder thomaspinder thomaspinder approved these changes

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4 participants
@frazane @thomaspinder @daniel-dodd @Thomas-Christie