UBC-MDS · hovhannisyannelli · Nov 27, 2024 · Nov 27, 2024
diff --git a/conda-linux-64.lock b/conda-linux-64.lock
@@ -1,6 +1,6 @@
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 # platform: linux-64
-# input_hash: d2ced5c112e878942bdb3b52af4097c54ebdf81fc6a3fff9b58c328c41155ac4
+# input_hash: e80e8b8e749b8093e80923291906d9a7b2d9a28ef9f2d41d66b2d19e596af9f6
 @EXPLICIT
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+https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.0-py311h9ecbd09_0.conda#452e39fb544b1ec9cc6c5b2ac9c47efa
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@@ -243,7 +246,7 @@ https://conda.anaconda.org/conda-forge/linux-64/libgoogle-cloud-2.31.0-h804f50b_
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-https://conda.anaconda.org/conda-forge/linux-64/openldap-2.6.8-hedd0468_0.conda#dcd0ed5147d8876b0848a552b416ce76
+https://conda.anaconda.org/conda-forge/linux-64/openldap-2.6.9-he970967_0.conda#ca2de8bbdc871bce41dbf59e51324165
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+https://conda.anaconda.org/conda-forge/noarch/typing_inspect-0.9.0-pyhd8ed1ab_0.conda#9e924b76b91908a17e28a19a0ab88687
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+https://conda.anaconda.org/conda-forge/noarch/annotated-types-0.7.0-pyhd8ed1ab_0.conda#7e9f4612544c8edbfd6afad17f1bd045
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@@ -271,8 +276,10 @@ https://conda.anaconda.org/conda-forge/noarch/jupyter_server_terminals-0.5.3-pyh
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+https://conda.anaconda.org/conda-forge/linux-64/pydantic-core-2.27.1-py311h9e33e62_0.conda#e5192dfb2dae866470c3eec81dbe5727
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+https://conda.anaconda.org/conda-forge/noarch/typeguard-4.4.1-pyhd8ed1ab_0.conda#fd38d75b681d3e7c92f14320012bb241
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+https://conda.anaconda.org/conda-forge/noarch/pydantic-2.10.1-pyh10f6f8f_0.conda#c15343c9dbdb30766a07e5b70e46c7d3
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+https://conda.anaconda.org/conda-forge/noarch/pandera-base-0.20.4-pyhd8ed1ab_0.conda#c2a59e20377cedcfa4a4dfa98fa7f36e
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+https://conda.anaconda.org/conda-forge/noarch/pandera-0.20.4-hd8ed1ab_0.conda#1f5a3edcac6b4ebded70e2bd9871a6a8
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@@ -321,6 +331,21 @@ https://conda.anaconda.org/conda-forge/noarch/jupyter_highlight_selected_word-0.
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+# pip jsonpickle @ https://files.pythonhosted.org/packages/a1/64/815460f86d94c9e1431800a75061719824c6fef14d88a6117eba3126cd5b/jsonpickle-4.0.0-py3-none-any.whl#sha256=53730b9e094bc41f540bfdd25eaf6e6cf43811590e9e1477abcec44b866ddcd9
+# pip jupyterlab-widgets @ https://files.pythonhosted.org/packages/1f/73/4f281e0f86bf532baec742da40ededf8b22dc224523e38c638fb6ad91255/jupyterlab_widgets-1.1.11-py3-none-any.whl#sha256=840e538021d87e020a8e7b786597f088431f4ebd8308655555e126c3950a1b27
+# pip tenacity @ https://files.pythonhosted.org/packages/b6/cb/b86984bed139586d01532a587464b5805f12e397594f19f931c4c2fbfa61/tenacity-9.0.0-py3-none-any.whl#sha256=93de0c98785b27fcf659856aa9f54bfbd399e29969b0621bc7f762bd441b4539
+# pip tqdm @ https://files.pythonhosted.org/packages/d0/30/dc54f88dd4a2b5dc8a0279bdd7270e735851848b762aeb1c1184ed1f6b14/tqdm-4.67.1-py3-none-any.whl#sha256=26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2
+# pip nbconvert @ https://files.pythonhosted.org/packages/b8/bb/bb5b6a515d1584aa2fd89965b11db6632e4bdc69495a52374bcc36e56cfa/nbconvert-7.16.4-py3-none-any.whl#sha256=05873c620fe520b6322bf8a5ad562692343fe3452abda5765c7a34b7d1aa3eb3
+# pip patsy @ https://files.pythonhosted.org/packages/87/2b/b50d3d08ea0fc419c183a84210571eba005328efa62b6b98bc28e9ead32a/patsy-1.0.1-py2.py3-none-any.whl#sha256=751fb38f9e97e62312e921a1954b81e1bb2bcda4f5eeabaf94db251ee791509c
+# pip plotly @ https://files.pythonhosted.org/packages/e5/ae/580600f441f6fc05218bd6c9d5794f4aef072a7d9093b291f1c50a9db8bc/plotly-5.24.1-py3-none-any.whl#sha256=f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089
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+# pip python-utils @ https://files.pythonhosted.org/packages/d4/69/31c82567719b34d8f6b41077732589104883771d182a9f4ff3e71430999a/python_utils-3.9.1-py2.py3-none-any.whl#sha256=0273d7363c7ad4b70999b2791d5ba6b55333d6f7a4e4c8b6b39fb82b5fab4613
+# pip scipy @ https://files.pythonhosted.org/packages/21/cd/fe2d4af234b80dc08c911ce63fdaee5badcdde3e9bcd9a68884580652ef0/scipy-1.10.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl#sha256=15a35c4242ec5f292c3dd364a7c71a61be87a3d4ddcc693372813c0b73c9af1d
+# pip widgetsnbextension @ https://files.pythonhosted.org/packages/93/1b/25d570ee8dce0f2ddadb967d6242cf6e10516db7897c7d9a6e3853b56bfc/widgetsnbextension-3.6.10-py2.py3-none-any.whl#sha256=91a283c2bb50b43ae415dfe69fb026ece0c14e0102987fb53127c7a71e82417d
 # pip altair-data-server @ https://files.pythonhosted.org/packages/e7/a3/0e7651adce146c17eea516ffcb530f7ee769671e59395bc10838eca827db/altair_data_server-0.4.1-py3-none-any.whl#sha256=bd1414d69dbfec22c804b34210491d7313e5edc7736504dfb8c405ded0e2015b
+# pip ipywidgets @ https://files.pythonhosted.org/packages/25/22/f48bd3af0ef7c72dce13f9930a4483acbc7c77373834700296495ea0875f/ipywidgets-7.8.5-py2.py3-none-any.whl#sha256=8055fe314edd4c101a5f1ea230620ef5e315b0ca87f940264b4eac1faf9746ef
+# pip pynomaly @ https://files.pythonhosted.org/packages/03/00/0af76dc221eb34f0d98af54024955ddc16080057a69d4c19329811aabc03/PyNomaly-0.3.4-py3-none-any.whl#sha256=e653f1e1c9a70c92170829f7440841e3b004528e1a1bfaea5e830e53fca26822
+# pip statsmodels @ https://files.pythonhosted.org/packages/9d/4f/a96e682f82b675e4a6f3de8ad990587d8b1fde500a630a2aabcaabee11d8/statsmodels-0.14.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl#sha256=e332c2d9b806083d1797231280602340c5c913f90d4caa0213a6a54679ce9331
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+# pip category-encoders @ https://files.pythonhosted.org/packages/98/47/598b4bf0ccf6f02915e71bdd23fe846a27adc2d3ba734f2ba5215d8e44f5/category_encoders-2.6.4-py2.py3-none-any.whl#sha256=59f4b541ec787dfdfacc12267e1aff91a1ddc0b756991ec2129d50d6495d6e36
+# pip deepchecks @ https://files.pythonhosted.org/packages/53/fa/ca53da26738399100096323d05c71e7f0bab30a4e98f113b900562e8982a/deepchecks-0.18.1-py3-none-any.whl#sha256=747bb47181fcc131d67d39607d9a23c38f51019db7bb8365d5d89cb425b2dd0c
diff --git a/docker-compose.yml b/docker-compose.yml
@@ -0,0 +1,13 @@
+services:
+  # run jupyter notebook inside jupyter 
+  jupyter-notebook:
+    image: 123456789nelli/maternal_health_classification:latest
+    ports:
+      - "8888:8888"
+    volumes:
+      - .:/home/jovyan
+    deploy:
+      resources:
+        limits:
+          memory: 5G
+    platform: linux/amd64
diff --git a/environment.yaml b/environment.yaml
@@ -22,5 +22,7 @@ dependencies:
   - nb_conda_kernels=2.5.1
   - jupyterlab=4.3.1
   - matplotlib=3.9.2
+  - pandera=0.20.4
   - pip:
     - altair_viewer==0.4.0
+    - deepchecks==0.18.1