├── .github └── workflows │ ├── auto-merge.yml │ └── deploy.yml ├── .gitignore ├── .mambarc ├── .pre-commit-config.yaml ├── CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── environment.yml ├── figures └── launch_notebooks.png ├── logo.pdf ├── logo.png ├── machine-learning-hats ├── _config.yml ├── _toc.yml ├── environment.yml ├── figures │ ├── dense_cnns.png │ ├── graph_eq.png │ ├── launch_notebooks.png │ ├── message_passing.png │ └── toy_graph.png ├── index.md ├── logo.key ├── logo.pdf ├── logo.png ├── notebooks │ ├── 1-datasets-uproot.ipynb │ ├── 2-boosted-decision-tree.ipynb │ ├── 3-dense.md │ ├── 3.1-dense-keras.ipynb │ ├── 3.2-dense-pytorch.ipynb │ ├── 3.3-dense-bayesian-optimization.ipynb │ ├── 4-conv2d.ipynb │ ├── 5-gnn-cora.ipynb │ ├── 6-vae-mnist.ipynb │ └── 7-gan-mnist.ipynb ├── references.bib ├── requirements.txt ├── setup-libraries.ipynb └── setup │ ├── lpc.md │ ├── purdue │ ├── folders.png │ ├── git.png │ └── purdue.md │ └── vanderbilt-jupyterhub │ ├── new_mlhats.png │ ├── new_mlhats_2021.png │ ├── new_notebook.png │ ├── new_terminal.png │ ├── vanderbilt.md │ └── vanderbilt.png ├── pyproject.toml ├── requirements-dev.txt └── requirements.txt /.github/workflows/auto-merge.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/.github/workflows/auto-merge.yml -------------------------------------------------------------------------------- /.github/workflows/deploy.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/.github/workflows/deploy.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/.gitignore -------------------------------------------------------------------------------- /.mambarc: -------------------------------------------------------------------------------- 1 | always_yes: true -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/README.md -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/environment.yml -------------------------------------------------------------------------------- /figures/launch_notebooks.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/figures/launch_notebooks.png -------------------------------------------------------------------------------- /logo.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/logo.pdf -------------------------------------------------------------------------------- /logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/logo.png -------------------------------------------------------------------------------- /machine-learning-hats/_config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/_config.yml -------------------------------------------------------------------------------- /machine-learning-hats/_toc.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/_toc.yml -------------------------------------------------------------------------------- /machine-learning-hats/environment.yml: -------------------------------------------------------------------------------- 1 | ../environment.yml -------------------------------------------------------------------------------- /machine-learning-hats/figures/dense_cnns.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/figures/dense_cnns.png -------------------------------------------------------------------------------- /machine-learning-hats/figures/graph_eq.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/figures/graph_eq.png -------------------------------------------------------------------------------- /machine-learning-hats/figures/launch_notebooks.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/figures/launch_notebooks.png -------------------------------------------------------------------------------- /machine-learning-hats/figures/message_passing.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/figures/message_passing.png -------------------------------------------------------------------------------- /machine-learning-hats/figures/toy_graph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/figures/toy_graph.png -------------------------------------------------------------------------------- /machine-learning-hats/index.md: -------------------------------------------------------------------------------- 1 | ../README.md -------------------------------------------------------------------------------- /machine-learning-hats/logo.key: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/logo.key -------------------------------------------------------------------------------- /machine-learning-hats/logo.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/logo.pdf -------------------------------------------------------------------------------- /machine-learning-hats/logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/logo.png -------------------------------------------------------------------------------- /machine-learning-hats/notebooks/1-datasets-uproot.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/notebooks/1-datasets-uproot.ipynb -------------------------------------------------------------------------------- /machine-learning-hats/notebooks/2-boosted-decision-tree.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/notebooks/2-boosted-decision-tree.ipynb -------------------------------------------------------------------------------- /machine-learning-hats/notebooks/3-dense.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/notebooks/3-dense.md -------------------------------------------------------------------------------- /machine-learning-hats/notebooks/3.1-dense-keras.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/notebooks/3.1-dense-keras.ipynb -------------------------------------------------------------------------------- /machine-learning-hats/notebooks/3.2-dense-pytorch.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/notebooks/3.2-dense-pytorch.ipynb -------------------------------------------------------------------------------- /machine-learning-hats/notebooks/3.3-dense-bayesian-optimization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/notebooks/3.3-dense-bayesian-optimization.ipynb -------------------------------------------------------------------------------- /machine-learning-hats/notebooks/4-conv2d.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/notebooks/4-conv2d.ipynb -------------------------------------------------------------------------------- /machine-learning-hats/notebooks/5-gnn-cora.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/notebooks/5-gnn-cora.ipynb -------------------------------------------------------------------------------- /machine-learning-hats/notebooks/6-vae-mnist.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/notebooks/6-vae-mnist.ipynb -------------------------------------------------------------------------------- /machine-learning-hats/notebooks/7-gan-mnist.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/notebooks/7-gan-mnist.ipynb -------------------------------------------------------------------------------- /machine-learning-hats/references.bib: -------------------------------------------------------------------------------- 1 | --- 2 | --- 3 | -------------------------------------------------------------------------------- /machine-learning-hats/requirements.txt: -------------------------------------------------------------------------------- 1 | ../requirements.txt -------------------------------------------------------------------------------- /machine-learning-hats/setup-libraries.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/setup-libraries.ipynb -------------------------------------------------------------------------------- /machine-learning-hats/setup/lpc.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/setup/lpc.md -------------------------------------------------------------------------------- /machine-learning-hats/setup/purdue/folders.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/setup/purdue/folders.png -------------------------------------------------------------------------------- /machine-learning-hats/setup/purdue/git.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/setup/purdue/git.png -------------------------------------------------------------------------------- /machine-learning-hats/setup/purdue/purdue.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/setup/purdue/purdue.md -------------------------------------------------------------------------------- /machine-learning-hats/setup/vanderbilt-jupyterhub/new_mlhats.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/setup/vanderbilt-jupyterhub/new_mlhats.png -------------------------------------------------------------------------------- /machine-learning-hats/setup/vanderbilt-jupyterhub/new_mlhats_2021.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/setup/vanderbilt-jupyterhub/new_mlhats_2021.png -------------------------------------------------------------------------------- /machine-learning-hats/setup/vanderbilt-jupyterhub/new_notebook.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/setup/vanderbilt-jupyterhub/new_notebook.png -------------------------------------------------------------------------------- /machine-learning-hats/setup/vanderbilt-jupyterhub/new_terminal.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/setup/vanderbilt-jupyterhub/new_terminal.png -------------------------------------------------------------------------------- /machine-learning-hats/setup/vanderbilt-jupyterhub/vanderbilt.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/setup/vanderbilt-jupyterhub/vanderbilt.md -------------------------------------------------------------------------------- /machine-learning-hats/setup/vanderbilt-jupyterhub/vanderbilt.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/machine-learning-hats/setup/vanderbilt-jupyterhub/vanderbilt.png -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [tool.black] 2 | line-length = 100 -------------------------------------------------------------------------------- /requirements-dev.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/requirements-dev.txt -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FNALLPC/machine-learning-hats/HEAD/requirements.txt --------------------------------------------------------------------------------