Skip to main content
  • Home
  • Development
  • Documentation
  • Donate
  • Operational login
  • Browse the archive

swh logo
SoftwareHeritage
Software
Heritage
Archive
Features
  • Search

  • Downloads

  • Save code now

  • Add forge now

  • Help

swh:1:snp:239fa20181c27ca73831654c9488af916c079076
  • Code
  • Branches (230)
  • Releases (4)
    • Branches
    • Releases
    • HEAD
    • refs/heads/0.5.0
    • refs/heads/alan/hackathon_docs
    • refs/heads/alan/quickfix/multioutput_kernels
    • refs/heads/andrewl/fix_GPR_posterior_leading_dim
    • refs/heads/avullo-willcowley/working-bee-ef1
    • refs/heads/awav/check-det
    • refs/heads/awav/develop-2.0/hmc-helper
    • refs/heads/awav/develop-2.0/update-parameter-docstring
    • refs/heads/awav/different-stuff
    • refs/heads/awav/gpflow-2.0-squared_distances
    • refs/heads/awav/inference
    • refs/heads/awav/kernel-structure
    • refs/heads/awav/likelihood-variance
    • refs/heads/awav/natural-gradients
    • refs/heads/awav/release-pip-package
    • refs/heads/awav/release-testing-branch
    • refs/heads/awav/sparse-tensors-support
    • refs/heads/awav/tensor-functor
    • refs/heads/awav/tfp
    • refs/heads/awav_documentation
    • refs/heads/blockkernel
    • refs/heads/bump_version_to_2_10
    • refs/heads/cone
    • refs/heads/deep
    • refs/heads/deep_arccos_kernel
    • refs/heads/dependabot/pip/black-24.3.0
    • refs/heads/develop
    • refs/heads/develop-1.0
    • refs/heads/eps_conditionals
    • refs/heads/fast-grad
    • refs/heads/felix/pathologies_experiment
    • refs/heads/fergus/anisotropy
    • refs/heads/fergus/het_sgpr
    • refs/heads/fergus/linear
    • refs/heads/fergus/linear_noise
    • refs/heads/fergus/notebook
    • refs/heads/fergus/random_init_lin_noise
    • refs/heads/freeze_as_float32
    • refs/heads/fxsm/new_svgp
    • refs/heads/gh-pages
    • refs/heads/gplvm
    • refs/heads/gplvm-fullcov
    • refs/heads/gustavocmv/heterocedastic-gaussian-likelihood
    • refs/heads/gustavocmv/multiclass-likelihood-quadrature-test
    • refs/heads/gustavocmv/ndiagghquadrature-property-setter
    • refs/heads/gustavocmv/varying-noise-notebook-comment
    • refs/heads/hugh/broadcasting_matched_multi_sample
    • refs/heads/hughsalimbeni-broadcasting-conditional
    • refs/heads/icouckuy-derivatives
    • refs/heads/james-vincent/sgpr
    • refs/heads/jax
    • refs/heads/jesper/1956/stateless_random
    • refs/heads/jesper/dimobjs
    • refs/heads/jesper/dimobjswtf
    • refs/heads/jesper/fix_gpflux
    • refs/heads/jesper/for_hv
    • refs/heads/jesper/jn_gps
    • refs/heads/jesper/warped_halton
    • refs/heads/joelb/type-hint-config
    • refs/heads/john-bradshaw/binary-class-GP
    • refs/heads/john-bradshaw/derivative-observations
    • refs/heads/john-bradshaw/linear-features-for-kernels
    • refs/heads/john-bradshaw/linear-features-for-kernels-gpflow1.0
    • refs/heads/john/linear
    • refs/heads/khurram/scipy_xla
    • refs/heads/mark/jitter
    • refs/heads/master
    • refs/heads/master-1.0
    • refs/heads/master_profile_mnist
    • refs/heads/merging-masters
    • refs/heads/mnist
    • refs/heads/mnist_datatypes
    • refs/heads/multiclass_slicing
    • refs/heads/multioutput
    • refs/heads/nbtest
    • refs/heads/nested_models_recompilation
    • refs/heads/nicolas/sinc_kernel
    • refs/heads/parallel_tests
    • refs/heads/profiling_mods
    • refs/heads/profiling_mods_paper
    • refs/heads/pypi
    • refs/heads/requirements_fix
    • refs/heads/revert-1511-master
    • refs/heads/robustmax_epsilon_learnable
    • refs/heads/sc336/2.7.0-master-merge-again
    • refs/heads/sc336/2.7.0-merge
    • refs/heads/sc336/2.7.1-preparation
    • refs/heads/sc336/3.8_enum_bug
    • refs/heads/sc336/GroupingKey_error
    • refs/heads/sc336/categorical_kernel
    • refs/heads/sc336/dgp_components
    • refs/heads/sc336/fix_conflicts
    • refs/heads/sc336/key_rotation
    • refs/heads/sc336/mypy-sudden-failure
    • refs/heads/sc336/notebook-kernel_link
    • refs/heads/sc336/python-3-11
    • refs/heads/sc336/sphinx_version_switcher
    • refs/heads/sc336/v2.6.4
    • refs/heads/sc336/v2.6.5
    • refs/heads/sc336/version-numbers
    • refs/heads/sergio_pasc/gpflow-2.0/adapt-sgpmc-and-gpmc
    • refs/heads/sergio_pasc/gpflow-2.0/adapt-sgpr
    • refs/heads/sergio_pasc/gpflow-2.0/move-gplvm-tests
    • refs/heads/sergio_pasc/gpflow-2.0/move-multioutput-features-tests
    • refs/heads/sergio_pasc/gpflow-2.0/move-quadrature-tests
    • refs/heads/sergio_pasc/gpflow-2.0/move-tests-methods
    • refs/heads/sergio_pasc/gpflow-2.0/ordinal_regression
    • refs/heads/sergio_pasc/gpflow-2.0/parameter_transform
    • refs/heads/sergio_pasc/gpflow-2.0/remove_training_loop
    • refs/heads/spascual/add-mailmap-file
    • refs/heads/st---metaautoflow
    • refs/heads/st/clean_up_broadcasting_conditionals
    • refs/heads/st/ericpena/natgrad-change
    • refs/heads/st/fix_active_dims_2
    • refs/heads/st/fix_config_module_docstring
    • refs/heads/st/fix_test_method_equivalence
    • refs/heads/st/fix_typo
    • refs/heads/st/fxsm
    • refs/heads/st/fxsm_closure
    • refs/heads/st/inv_probit_jitter_arg
    • refs/heads/st/new_svgp
    • refs/heads/st/posterior
    • refs/heads/st/posterior_with_linear_operators
    • refs/heads/st/quickfix/dispatch_docs
    • refs/heads/st/quickfix/posterior
    • refs/heads/st/quickfix_num_latent
    • refs/heads/st/rename_slow_multioutput
    • refs/heads/st/reorder_covariances
    • refs/heads/st/rescue_754
    • refs/heads/st/snowflake_kernel
    • refs/heads/st/test_cleanup
    • refs/heads/st/test_for_shape_check
    • refs/heads/st/test_kernel
    • refs/heads/st/triangular
    • refs/heads/st_FITCvsVFE_2.0
    • refs/heads/stef/fxsm
    • refs/heads/tf2.0-compatible
    • refs/heads/transform_on_sided
    • refs/heads/uri/bump_version_to_2_9_1
    • refs/heads/uri/bump_version_to_2_9_2
    • refs/heads/uri/clarify_training_loss_ref_in_tutorial
    • refs/heads/uri/dont_use_enums_for_default_values
    • refs/heads/uri/fix_benchmarks
    • refs/heads/uri/heteroskedastic_linear_mean
    • refs/heads/uri/investigate_scipy_memory_leak
    • refs/heads/uri/investigate_tf214_memory_leak
    • refs/heads/uri/move_prod_to_2_14
    • refs/heads/uri/numpy_2
    • refs/heads/uri/pickling_scipy_optimizer
    • refs/heads/uri/prod_test_environment
    • refs/heads/uri/quickfix/dont_round_small_values_in_summary
    • refs/heads/uri/quickfix/mypy_fixes
    • refs/heads/uri/release_2_8_1
    • refs/heads/uri/release_2_9_0
    • refs/heads/uri/support_tf_2_12
    • refs/heads/uri/test
    • refs/heads/uri/test_sgpr_changepoint_issue
    • refs/heads/uri/test_tf_2_16
    • refs/heads/uri/track_loss_history
    • refs/heads/uri/update_max_tf_version
    • refs/heads/uri/update_prod_tf_version
    • refs/heads/v1.5.1-docs
    • refs/heads/va/additive_models
    • refs/heads/va/gpf/conditional_kernel
    • refs/heads/va/gpf/seeger_lik
    • refs/heads/va/h
    • refs/heads/vdutor/multiple-output-gps
    • refs/heads/vincent/add-shared-mixed-mok
    • refs/heads/vincent/cholesky-to-kl
    • refs/heads/vincent/hotfix/preslicing-lmc
    • refs/heads/vincent/hotfix/save-keras-model
    • refs/heads/vincent/introspect-conditional
    • refs/heads/vincent/more-predict-functions
    • refs/heads/vincent/nbviewer
    • refs/heads/vincent/quickfix/dynamic-shapes-quadrature
    • refs/heads/vincent/quickfix/typo
    • refs/heads/vincent/shared-mixed-mok
    • refs/heads/vincent/st/heteroscedastic
    • refs/heads/vincent/st/multi-output-likelihoods
    • refs/heads/vincent/update-readme
    • refs/heads/whitening
    • refs/tags/0.2.1
    • refs/tags/0.3.1
    • refs/tags/0.3.2
    • refs/tags/0.3.3
    • refs/tags/0.3.4
    • refs/tags/0.3.5
    • refs/tags/0.4.0
    • refs/tags/0.5.0
    • refs/tags/1.0.0
    • refs/tags/1.1.0
    • refs/tags/1.1.1
    • refs/tags/2.0.0-rc1
    • refs/tags/v1.4.1
    • refs/tags/v1.5.0
    • refs/tags/v1.5.1
    • refs/tags/v2.0.0
    • refs/tags/v2.0.1
    • refs/tags/v2.0.2
    • refs/tags/v2.0.3
    • refs/tags/v2.0.4
    • refs/tags/v2.0.5
    • refs/tags/v2.1.0
    • refs/tags/v2.1.1
    • refs/tags/v2.1.2
    • refs/tags/v2.1.3
    • refs/tags/v2.1.4
    • refs/tags/v2.1.5
    • refs/tags/v2.10.0
    • refs/tags/v2.2.0
    • refs/tags/v2.2.1
    • refs/tags/v2.3.0
    • refs/tags/v2.3.1
    • refs/tags/v2.4.0
    • refs/tags/v2.5.0
    • refs/tags/v2.5.1
    • refs/tags/v2.5.2
    • refs/tags/v2.6.0
    • refs/tags/v2.6.1
    • refs/tags/v2.6.2
    • refs/tags/v2.6.3
    • refs/tags/v2.6.4
    • refs/tags/v2.6.5
    • refs/tags/v2.7.0
    • refs/tags/v2.7.1
    • refs/tags/v2.8.0
    • refs/tags/v2.8.1
    • refs/tags/v2.9.0
    • refs/tags/v2.9.1
    • refs/tags/v2.9.2
    • v1.3.0
    • v1.2.0
    • pre-dimension-rolling
    • 0.3.9
  • 8f66c54
  • /
History
Cook and download a directory from the Software Heritage Vault

You have requested the cooking of the directory with identifier swh:1:dir:8f66c543b8b2a9ba12e21f1c3080734fac7ae5cb into a standard tar.gz archive.

Are you sure you want to continue ?

Download a directory from the Software Heritage Vault

You have requested the download of the directory with identifier swh:1:dir:8f66c543b8b2a9ba12e21f1c3080734fac7ae5cb as a standard tar.gz archive.

Are you sure you want to continue ?

Cook and download a revision from the Software Heritage Vault

You have requested the cooking of the history heading to revision with identifier swh:1:rev:6f48b0d32d8e87d043035449936d72549632342b into a bare git archive.

Are you sure you want to continue ?

Download a revision from the Software Heritage Vault

You have requested the download of the history heading to revision with identifier swh:1:rev:6f48b0d32d8e87d043035449936d72549632342b as a bare git archive.

Are you sure you want to continue ?

Invalid Email !

The provided email is not well-formed.

Download link has expired

The requested archive is no longer available for download from the Software Heritage Vault.

Do you want to cook it again ?

Permalinks

To reference or cite the objects present in the Software Heritage archive, permalinks based on SoftWare Hash IDentifiers (SWHIDs) must be used.
Select below a type of object currently browsed in order to display its associated SWHID and permalink.

  • directory
  • revision
  • snapshot
directory badge Iframe embedding
swh:1:dir:8f66c543b8b2a9ba12e21f1c3080734fac7ae5cb
revision badge
swh:1:rev:6f48b0d32d8e87d043035449936d72549632342b
snapshot badge
swh:1:snp:239fa20181c27ca73831654c9488af916c079076
Citations

This interface enables to generate software citations, provided that the root directory of browsed objects contains a citation.cff or codemeta.json file.
Select below a type of object currently browsed in order to generate citations for them.

  • directory
  • revision
  • snapshot
Generate software citation in BibTex format (requires biblatex-software package)
Generating citation ...
Generate software citation in BibTex format (requires biblatex-software package)
Generating citation ...
Generate software citation in BibTex format (requires biblatex-software package)
Generating citation ...
Tip revision: 6f48b0d32d8e87d043035449936d72549632342b authored by uri-granta on 29 May 2025, 10:44:11 UTC
Bump version to 2.10.0 in preparation for release (#2134)
Tip revision: 6f48b0d
FileModeSize
.circleci
.github
benchmark
doc
gpflow
tests
.coveragerc -rw-r--r--283 bytes
.coveralls.yml -rw-r--r--23 bytes
.gitignore -rw-r--r--932 bytes
.pylintrc -rw-r--r--15.8 KB
CONTRIBUTING.md -rw-r--r--6.9 KB
CONTRIBUTORS.md -rw-r--r--4.1 KB
GLOSSARY.md -rw-r--r--1.4 KB
HOWTO_RELEASE.md -rw-r--r--2.0 KB
LICENSE -rw-r--r--11.1 KB
MANIFEST.in -rw-r--r--182 bytes
Makefile -rw-r--r--2.0 KB
README.md -rw-r--r--11.1 KB
RELEASE.md -rw-r--r--23.1 KB
VERSION -rw-r--r--7 bytes
codecov.yml -rw-r--r--274 bytes
mypy.ini -rw-r--r--439 bytes
notebooks l---------20 bytes
setup.py -rw-r--r--2.5 KB
tests_requirements.txt -rw-r--r--1.1 KB

README.md

swh spinner

Loading README.md ...

back to top

Software Heritage — Copyright (C) 2015–2025, The Software Heritage developers. License: GNU AGPLv3+.
The source code of Software Heritage itself is available on our development forge.
The source code files archived by Software Heritage are available under their own copyright and licenses.
Terms of use: Archive access, API— Contact— JavaScript license information— Web API