adjusted the libary versions in requirements and added an env file

aws-samples · Nov 20, 2021 · 0384395 · 0384395
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Showing 14 changed files with 99 additions and 32 deletions.
diff --git a/mlu-dte.yml b/mlu-dte.yml
@@ -0,0 +1,15 @@
+name: ml-dte
+dependencies:
+  - python=3.9
+  - pip
+  - pip:
+    - pip==21.3.1
+    - numpy==1.19.5
+    - pandas==1.1.5
+    - matplotlib==3.3.4
+    - scikit-learn==0.24.2
+    - mxnet==1.8.0.post0
+    - catboost==0.26.1
+    - lightgbm==3.2.1
+    - ipykernel==5.5.6
+    - ipywidgets==7.6.3
diff --git a/notebooks/final_project/DTE-FINAL-PROJECT.ipynb b/notebooks/final_project/DTE-FINAL-PROJECT.ipynb
@@ -50,9 +50,17 @@
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
    "source": [
-    "! pip install -q -r ../../requirements.txt"
+    "%pip install -q -r ../../requirements.txt"
    ]
   },
   {

diff --git a/notebooks/lecture_1/DTE-LECTURE-1-PRUNE.ipynb b/notebooks/lecture_1/DTE-LECTURE-1-PRUNE.ipynb
@@ -25,9 +25,17 @@
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
    "source": [
-    "! pip install -q -r ../../requirements.txt"
+    "%pip install -q -r ../../requirements.txt"
    ]
   },
   {

diff --git a/notebooks/lecture_2/DTE-LECTURE-2-TREE-VARIANCE.ipynb b/notebooks/lecture_2/DTE-LECTURE-2-TREE-VARIANCE.ipynb
diff --git a/notebooks/lecture_3/DTE-LECTURE-3-BAGGING-OVERFIT.ipynb b/notebooks/lecture_3/DTE-LECTURE-3-BAGGING-OVERFIT.ipynb
@@ -19,9 +19,17 @@
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
    "source": [
-    "! pip install -q -r ../../requirements.txt"
+    "%pip install -q -r ../../requirements.txt"
    ]
   },
   {

diff --git a/notebooks/lecture_3/DTE-LECTURE-3-BOOTSTRAP.ipynb b/notebooks/lecture_3/DTE-LECTURE-3-BOOTSTRAP.ipynb
diff --git a/notebooks/lecture_3/DTE-LECTURE-3-RANDOM-FOREST.ipynb b/notebooks/lecture_3/DTE-LECTURE-3-RANDOM-FOREST.ipynb
@@ -20,7 +20,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "! pip install -q -r ../../requirements.txt"
+    "%pip install -q -r ../../requirements.txt"
    ]
   },
   {

diff --git a/notebooks/lecture_3/DTE-LECTURE-3-TREE-CORRELATION.ipynb b/notebooks/lecture_3/DTE-LECTURE-3-TREE-CORRELATION.ipynb
@@ -20,7 +20,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "! pip install -q -r ../../requirements.txt"
+    "%pip install -q -r ../../requirements.txt"
    ]
   },
   {

diff --git a/notebooks/lecture_4/DTE-LECTURE-4-FEATURE-IMPORTANCE.ipynb b/notebooks/lecture_4/DTE-LECTURE-4-FEATURE-IMPORTANCE.ipynb
@@ -20,7 +20,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "! pip install -q -r ../../requirements.txt"
+    "%pip install -q -r ../../requirements.txt"
    ]
   },
   {

diff --git a/notebooks/lecture_4/DTE-LECTURE-4-PERMUTATION-FEATURE-IMP.ipynb b/notebooks/lecture_4/DTE-LECTURE-4-PERMUTATION-FEATURE-IMP.ipynb
@@ -13,7 +13,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "! pip install -q -r ../../requirements.txt"
+    "%pip install -q -r ../../requirements.txt"
    ]
   },
   {

diff --git a/notebooks/lecture_5/DTE-LECTURE-5-BOOSTING.ipynb b/notebooks/lecture_5/DTE-LECTURE-5-BOOSTING.ipynb
@@ -11,9 +11,17 @@
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
    "source": [
-    "! pip install -q -r ../../requirements.txt"
+    "%pip install -q -r ../../requirements.txt"
    ]
   },
   {

diff --git a/notebooks/lecture_5/DTE-LECTURE-5-CATBOOST.ipynb b/notebooks/lecture_5/DTE-LECTURE-5-CATBOOST.ipynb
@@ -41,7 +41,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "! pip install -q -r ../../requirements.txt"
+    "%pip install -q -r ../../requirements.txt"
    ]
   },
   {

diff --git a/notebooks/lecture_5/DTE-LECTURE-5-LIGHTGBM.ipynb b/notebooks/lecture_5/DTE-LECTURE-5-LIGHTGBM.ipynb
@@ -41,7 +41,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "! pip install -q -r ../../requirements.txt"
+    "%pip install -q -r ../../requirements.txt"
    ]
   },
   {

diff --git a/requirements.txt b/requirements.txt
@@ -1,6 +1,10 @@
 pip==21.3.1
 numpy==1.19.5
+pandas==1.1.5
 matplotlib==3.3.4
-mxnet==1.8.0
+scikit-learn==0.24.2
+mxnet==1.8.0.post0
 catboost==0.26.1
-lightgbm==3.2.1
+lightgbm==3.2.1
+ipykernel==5.5.6
+ipywidgets==7.6.3