├── .devcontainer ├── Dockerfile ├── add-notice.sh ├── devcontainer.json └── noop.txt ├── .gitignore ├── .pylintrc ├── .vscode └── settings.json ├── Demo.ipynb ├── LICENSE ├── README.md ├── demo.py ├── environment.yml ├── gplvm_lib ├── __init__.py ├── gplvm.py ├── kernels.py ├── linear_gplvm.py ├── nonlinear_gplvm.py ├── pca.py └── plotting.py ├── iris.data ├── oryx-build-commands.txt ├── setup.cfg └── setup.py /.devcontainer/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/.devcontainer/Dockerfile -------------------------------------------------------------------------------- /.devcontainer/add-notice.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/.devcontainer/add-notice.sh -------------------------------------------------------------------------------- /.devcontainer/devcontainer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/.devcontainer/devcontainer.json -------------------------------------------------------------------------------- /.devcontainer/noop.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/.devcontainer/noop.txt -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/.gitignore -------------------------------------------------------------------------------- /.pylintrc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/.pylintrc -------------------------------------------------------------------------------- /.vscode/settings.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/.vscode/settings.json -------------------------------------------------------------------------------- /Demo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/Demo.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # GP-LVM 2 | Implementation of the Gaussian Process Latent Variable Model. 3 | -------------------------------------------------------------------------------- /demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/demo.py -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/environment.yml -------------------------------------------------------------------------------- /gplvm_lib/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/gplvm_lib/__init__.py -------------------------------------------------------------------------------- /gplvm_lib/gplvm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/gplvm_lib/gplvm.py -------------------------------------------------------------------------------- /gplvm_lib/kernels.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/gplvm_lib/kernels.py -------------------------------------------------------------------------------- /gplvm_lib/linear_gplvm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/gplvm_lib/linear_gplvm.py -------------------------------------------------------------------------------- /gplvm_lib/nonlinear_gplvm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/gplvm_lib/nonlinear_gplvm.py -------------------------------------------------------------------------------- /gplvm_lib/pca.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/gplvm_lib/pca.py -------------------------------------------------------------------------------- /gplvm_lib/plotting.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/gplvm_lib/plotting.py -------------------------------------------------------------------------------- /iris.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/iris.data -------------------------------------------------------------------------------- /oryx-build-commands.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/oryx-build-commands.txt -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/setup.cfg -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JackHunt/GP-LVM/HEAD/setup.py --------------------------------------------------------------------------------