Add DCT-PLS smoothing/interpolation algorithm (#315)

* Add DCT-PLS python implementation * Update import * Update examples * Update DCT PLS docs * Pin OS versions
TUW-GEO · Jan 8, 2025 · 98dc169 · 98dc169
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Showing 9 changed files with 1,550 additions and 9 deletions.
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
@@ -21,7 +21,7 @@ jobs:
         # and OS versions as possible (especially windows to create .whl packages,
         # see step "Create wheel and dist package")
         python-version: ['3.9', '3.10', '3.11', '3.12']
-        os: ["ubuntu-latest", "windows-latest", "macos-latest"]
+        os: ["ubuntu-22.04", "windows-2022", "macos-14"]
     name: py${{ matrix.python-version }}@${{ matrix.os }}
     runs-on: ${{ matrix.os }}
 
@@ -83,7 +83,7 @@ jobs:
           elif [ "${{ runner.os }}" == "Windows" ]; then
             OS="win"
           fi
-          
+
           pip install setuptools_scm twine cibuildwheel
           python setup.py sdist --dist-dir artifacts/dist_whl
           export CIBW_BUILD="cp${PY}-${OS}*"

diff --git a/docs/examples/anomalies.ipynb b/docs/examples/anomalies.ipynb
@@ -12,13 +12,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
    "metadata": {
     "pycharm": {
      "is_executing": true
+    },
+    "jupyter": {
+     "is_executing": true
     }
    },
-   "outputs": [],
    "source": [
     "%matplotlib inline\n",
     "\n",
@@ -27,7 +28,9 @@
     "from pytesmo.utils import rootdir\n",
     "import warnings\n",
     "import matplotlib.pyplot as plt"
-   ]
+   ],
+   "outputs": [],
+   "execution_count": null
   },
   {
    "cell_type": "markdown",

diff --git a/docs/examples/assets/2d_peaks_n256.mat b/docs/examples/assets/2d_peaks_n256.mat
diff --git a/docs/examples/assets/matlab_initguess.mat b/docs/examples/assets/matlab_initguess.mat
diff --git a/docs/examples/dct_pls.ipynb b/docs/examples/dct_pls.ipynb