IUM_11

.github/workflows/train_and_evaluate.yml

@@ -0,0 +1,33 @@
+name: Train and Evaluate Model
+
+on:
+  workflow_dispatch:
+    inputs:
+      epochs:
+        description: 'Number of epochs'
+        required: true
+        default: 100
+
+jobs:
+  train_and_evaluate:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v2
+
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: '3.8'
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install pandas scikit-learn tensorflow sacred pymongo
+
+      - name: Train and evaluate model
+        run: |
+          python model.py with epochs=${{ github.event.inputs.epochs }}
+        env:
+          MONGO_URL: ${{ secrets.MONGO_URL }}

.idea/inspectionProfiles/Project_Default.xml

@@ -0,0 +1,13 @@
+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyUnresolvedReferencesInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredIdentifiers">
+        <list>
+          <option value="app.obj_list" />
+          <option value="image_slicer" />
+        </list>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>

.idea/inspectionProfiles/profiles_settings.xml

@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

.idea/ium_464906.iml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>

.idea/modules.xml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/ium_464906.iml" filepath="$PROJECT_DIR$/.idea/ium_464906.iml" />
+    </modules>
+  </component>
+</project>

.idea/vcs.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>

model.py

@@ -5,10 +5,11 @@ import pandas as pd
 from sklearn.preprocessing import LabelEncoder, StandardScaler
 from sklearn.model_selection import train_test_split
 import json
+import os
 
 ex = Experiment("s464906_experiment")
 
-mongo_url = "mongodb://admin:IUM_2021@tzietkiewicz.vm.wmi.amu.edu.pl:27017"
+mongo_url = os.getenv("MONGO_URL", "mongodb://admin:IUM_2021@tzietkiewicz.vm.wmi.amu.edu.pl:27017")
 ex.observers.append(MongoObserver(url=mongo_url, db_name='sacred'))
 ex.observers.append(FileStorageObserver('logs'))