Fix estimator type

.all-contributorsrc

@@ -0,0 +1,47 @@
+{
+  "files": [
+    "README.md"
+  ],
+  "imageSize": 100,
+  "commit": false,
+  "commitType": "docs",
+  "commitConvention": "angular",
+  "contributors": [
+    {
+      "login": "danielawitten",
+      "name": "danielawitten",
+      "avatar_url": "https://avatars.githubusercontent.com/u/12654191?v=4",
+      "profile": "https://github.com/danielawitten",
+      "contributions": [
+        "code",
+        "content"
+      ]
+    },
+    {
+      "login": "trevorhastie",
+      "name": "trevorhastie",
+      "avatar_url": "https://avatars.githubusercontent.com/u/13293253?v=4",
+      "profile": "https://web.stanford.edu/~hastie/",
+      "contributions": [
+        "code",
+        "content"
+      ]
+    },
+    {
+      "login": "tibshirani",
+      "name": "tibshirani",
+      "avatar_url": "https://avatars.githubusercontent.com/u/2848609?v=4",
+      "profile": "https://github.com/tibshirani",
+      "contributions": [
+        "code",
+        "content"
+      ]
+    }
+  ],
+  "contributorsPerLine": 7,
+  "skipCi": true,
+  "repoType": "github",
+  "repoHost": "https://github.com",
+  "projectName": "ISLP",
+  "projectOwner": "intro-stat-learning"
+}

.github/workflows/build_docs.yml

@@ -0,0 +1,85 @@
+# This builds and deploys ISLP docs
+
+name: Build docs
+
+# Controls when the workflow will run
+on:
+  workflow_dispatch:
+    inputs: null
+
+# A workflow run is made up of one or more jobs that can run
+# sequentially or in parallel
+
+jobs: # This workflow contains a single
+      # job called "build"
+
+  build:
+    # The type of runner that the job will run on
+    runs-on: ubuntu-latest
+
+    # Steps represent a sequence of tasks that will be executed as part of the job
+    steps:
+      # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.12'
+          cache: 'pip'
+      # Install
+      - name: Install dependencies 
+        run: |
+          sudo apt-get install r-base
+          pip install -r docs/requirements.txt
+          pip install .
+
+      # Checkout labs
+      - name: Checkout version of labs
+        run: |
+          git submodule update --init --force docs/ISLP_labs
+          cd docs
+          mkdir -p source/labs
+          cp ISLP_labs/Ch*nb source/labs
+          python fix_and_clear_notebooks.py source/labs/Ch*nb --rm_md
+          python make_notebooks.py --inplace --requirements=ISLP_labs/requirements.txt source/labs/Ch06-varselect-lab.ipynb
+          rm source/labs/Ch*md
+
+      - name: Make docs
+        run: |
+          cd docs
+          make html
+
+      # Store the output
+      - name: Upload docs
+        uses: actions/upload-artifact@v4
+        with:
+          name: ISLP_docs
+          path: docs/build/html
+          retention-days: 5
+
+  deploy:
+    runs-on: ubuntu-latest
+    needs: build
+
+    # Grant GITHUB_TOKEN the permissions required to make a Pages deployment
+    permissions:
+      pages: write      # to deploy to Pages
+      id-token: write   # to verify the deployment originates from an appropriate source
+
+    environment:
+      name: github-pages
+      url: ${{steps.deployment.outputs.page_url}}
+
+    steps:
+    - uses: actions/download-artifact@master
+      with:
+        name: ISLP_docs
+        path: .
+    - uses: actions/configure-pages@v4
+      with:
+        node-version: 20.x
+    - uses: actions/upload-pages-artifact@v3
+      with:
+        node-version: 20.x
+        path: .
+    - id: deployment
+      uses: actions/deploy-pages@main

.github/workflows/build_notebook.yml

@@ -0,0 +1,105 @@
+# This is a basic workflow to help you get started with Actions
+
+name: Build a notebook
+
+# Controls when the workflow will run
+on:
+  workflow_dispatch:
+    inputs:
+      LABS:
+        description: 'Labs version'
+        required: true
+        default: 'v2'
+        type: string
+      ID:
+        description: 'Which lab to build'
+        required: true
+        default: '03'
+        type: string
+
+# A workflow run is made up of one or more jobs that can run sequentially or in parallel
+jobs:
+  # This workflow contains a single job called "build"
+  build-linux:
+    # The type of runner that the job will run on
+    runs-on: ubuntu-latest
+
+    # Steps represent a sequence of tasks that will be executed as part of the job
+    steps:
+      # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'
+          cache: 'pip'
+
+      # Install
+      - name: Install dependencies 
+        run: |
+          pip install .
+          pip install jupyterlab
+
+      # Runs a set of commands using the runners shell
+      - name: Build notebook 
+        env:
+          LABS:  ${{ inputs.LABS }}
+          ID:  ${{ inputs.ID }}
+        run: |
+          git clone https://github.com/intro-stat-learning/ISLP_labs.git
+          cd ISLP_labs
+          git checkout $LABS
+          cp Ch*$ID*lab.ipynb ..
+          jupyter nbconvert --execute --inplace ../Ch*$ID*lab.ipynb 
+          jupyter nbconvert --to html ../Ch*$ID*lab.ipynb 
+
+      # Store the output
+      - name: Upload labs
+        env:
+          ID:  ${{ inputs.ID }}
+        uses: actions/upload-artifact@v3
+        with:
+          name: ISLP_labs
+          path: Ch*
+          retention-days: 1
+
+  build-mac:
+    # The type of runner that the job will run on
+    runs-on: macos-latest
+
+    # Steps represent a sequence of tasks that will be executed as part of the job
+    steps:
+      # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'
+          cache: 'pip'
+
+      # Install
+      - name: Install dependencies 
+        run: |
+          pip install .
+          pip install jupyterlab
+
+      # Runs a set of commands using the runners shell
+      - name: Build notebook 
+        env:
+          LABS:  ${{ inputs.LABS }}
+          ID:  ${{ inputs.ID }}
+        run: |
+          git clone https://github.com/intro-stat-learning/ISLP_labs.git
+          cd ISLP_labs
+          git checkout $LABS
+          cp Ch*$ID*lab.ipynb ..
+          jupyter nbconvert --execute --inplace ../Ch*$ID*lab.ipynb 
+          jupyter nbconvert --to html ../Ch*$ID*lab.ipynb 
+
+      # Store the output
+      - name: Upload labs
+        env:
+          ID:  ${{ inputs.ID }}
+        uses: actions/upload-artifact@v3
+        with:
+          name: ISLP_labs
+          path: Ch*
+          retention-days: 1

.github/workflows/build_notebook_errors.yml

@@ -0,0 +1,104 @@
+# This is a basic workflow to help you get started with Actions
+
+name: Build a notebook (allow errors, capture result)
+
+# Controls when the workflow will run
+on:
+  workflow_dispatch:
+    inputs:
+      LABS:
+        description: 'Labs version'
+        required: true
+        default: 'v2'
+        type: string
+      ID:
+        description: 'Which lab to build'
+        required: true
+        default: '02'
+        type: string
+
+# A workflow run is made up of one or more jobs that can run sequentially or in parallel
+jobs:
+
+  build-linux:
+    # The type of runner that the job will run on
+    runs-on: ubuntu-latest
+
+    # Steps represent a sequence of tasks that will be executed as part of the job
+    steps:
+      # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'
+          cache: 'pip'
+
+      # Install
+      - name: Install dependencies 
+        run: |
+          pip install .
+
+      # Runs a set of commands using the runners shell
+      - name: Build notebook, allowing errors
+        env:
+          LABS:  ${{ inputs.LABS }}
+          ID:  ${{ inputs.ID }}
+        run: |
+          git clone https://github.com/intro-stat-learning/ISLP_labs.git
+          cd ISLP_labs
+          git checkout $LABS
+          cp Ch*$ID*lab.ipynb ..
+          jupyter nbconvert --execute --inplace ../Ch*$ID*lab.ipynb --allow-errors
+          jupyter nbconvert --to html ../Ch*$ID*lab.ipynb 
+
+      # Store the output
+      - name: Upload labs
+        env:
+          ID:  ${{ inputs.ID }}
+        uses: actions/upload-artifact@v3
+        with:
+          name: ISLP_labs
+          path: Ch*
+          retention-days: 1	  
+
+  build-mac:
+    # The type of runner that the job will run on
+    runs-on: macos-latest
+
+    # Steps represent a sequence of tasks that will be executed as part of the job
+    steps:
+      # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'
+          cache: 'pip'
+
+      # Install
+      - name: Install dependencies 
+        run: |
+          pip install .
+
+      # Runs a set of commands using the runners shell
+      - name: Build notebook, allowing errors
+        env:
+          LABS:  ${{ inputs.LABS }}
+          ID:  ${{ inputs.ID }}
+        run: |
+          git clone https://github.com/intro-stat-learning/ISLP_labs.git
+          cd ISLP_labs
+          git checkout $LABS
+          cp Ch*$ID*lab.ipynb ..
+          jupyter nbconvert --execute --inplace ../Ch*$ID*lab.ipynb --allow-errors
+          jupyter nbconvert --to html ../Ch*$ID*lab.ipynb 
+
+      # Store the output
+      - name: Upload labs
+        env:
+          ID:  ${{ inputs.ID }}
+        uses: actions/upload-artifact@v3
+        with:
+          name: ISLP_labs
+          path: Ch*
+          retention-days: 1	  
+