Added env.yml file and ran 2d CNN

johnwslee · Jul 29, 2023 · 5163f14 · 5163f14
1 parent 613cc67
commit 5163f14
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diff --git a/env.yml b/env.yml
@@ -0,0 +1,32 @@
+# install with conda env create -f env.yml
+name: 'finedust_env'
+channels:
+  - conda-forge
+  - defaults
+  - pytorch
+dependencies:
+  - python=3.10.8
+  - ipykernel
+  - pip
+  - pandas=1.5.2
+  - matplotlib=3.6.2
+  - scikit-learn=1.2.0
+  - scipy=1.9.3
+  - seaborn=0.12.1
+  - black=22.10.0
+  - flake8=6.0.0
+  - pytorch=1.12.1
+  - torchvision=0.13.1
+  - lightgbm=3.3.3
+  - ipywidgets
+  - mkl=2021.4.0
+  - shap=0.41.0
+  - pip:
+    - plotly==5.11.0
+    - kaleido==0.2.1
+    - tslearn==0.5.2
+    - xgboost==1.7.2
+    - catboost==1.1.1
+    - torch-summary==1.4.5
+    - pyts==0.12.0
+
diff --git a/notebooks/multi_scale_timeseries_classification_on_fine_dust_1d_cnn.ipynb b/notebooks/multi_scale_timeseries_classification_on_fine_dust_1d_cnn.ipynb