Update environment and Dockerfile to ensure deepcheck, seaborn and al…

…tai-ally

Dockerfile

@@ -4,7 +4,8 @@ COPY conda-linux-64.lock /tmp/conda-linux-64.lock
 
 RUN mamba update --quiet --file /tmp/conda-linux-64.lock
 RUN mamba clean --all -y -f
+RUN pip install deepchecks==0.18.1 seaborn==0.13.2 altair-ally==0.1.1
 RUN fix-permissions "${CONDA_DIR}"
 RUN fix-permissions "/home/${NB_USER}"
 
-RUN echo "hello"
+RUN echo "Done Building!!"

conda-linux-64.lock

@@ -1,6 +1,6 @@
 # Generated by conda-lock.
 # platform: linux-64
-# input_hash: 0b9f29eb576bdaefbec78ed2f9451599e42a9908607eecae66a5b0acc047b904
+# input_hash: 3bd3a4eb1629c513229d91e0c68a5ced062be2b740548b2ef1a0b043fdd3d958
 @EXPLICIT
 https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
 https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2024.8.30-hbcca054_0.conda#c27d1c142233b5bc9ca570c6e2e0c244
@@ -83,8 +83,8 @@ https://conda.anaconda.org/conda-forge/linux-64/lerc-4.0.0-h27087fc_0.tar.bz2#76
 https://conda.anaconda.org/conda-forge/linux-64/libcrc32c-1.1.2-h9c3ff4c_0.tar.bz2#c965a5aa0d5c1c37ffc62dff36e28400
 https://conda.anaconda.org/conda-forge/linux-64/libdrm-2.4.123-hb9d3cd8_0.conda#ee605e794bdc14e2b7f84c4faa0d8c2c
 https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20191231-he28a2e2_2.tar.bz2#4d331e44109e3f0e19b4cb8f9b82f3e1
+https://conda.anaconda.org/conda-forge/linux-64/libgfortran-ng-14.2.0-h69a702a_1.conda#0a7f4cd238267c88e5d69f7826a407eb
 https://conda.anaconda.org/conda-forge/linux-64/libnghttp2-1.64.0-h161d5f1_0.conda#19e57602824042dfd0446292ef90488b
-https://conda.anaconda.org/conda-forge/linux-64/libopenblas-0.3.28-pthreads_h94d23a6_1.conda#62857b389e42b36b686331bec0922050
 https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-5.28.2-h5b01275_0.conda#ab0bff36363bec94720275a681af8b83
 https://conda.anaconda.org/conda-forge/linux-64/libre2-11-2024.07.02-hbbce691_1.conda#2124de47357b7a516c0a3efd8f88c143
 https://conda.anaconda.org/conda-forge/linux-64/libthrift-0.21.0-h0e7cc3e_0.conda#dcb95c0a98ba9ff737f7ae482aef7833
@@ -107,9 +107,9 @@ https://conda.anaconda.org/conda-forge/linux-64/aws-c-http-0.9.1-hab05fe4_2.cond
 https://conda.anaconda.org/conda-forge/linux-64/brotli-1.1.0-hb9d3cd8_2.conda#98514fe74548d768907ce7a13f680e8f
 https://conda.anaconda.org/conda-forge/linux-64/fontconfig-2.15.0-h7e30c49_1.conda#8f5b0b297b59e1ac160ad4beec99dbee
 https://conda.anaconda.org/conda-forge/linux-64/krb5-1.21.3-h659f571_0.conda#3f43953b7d3fb3aaa1d0d0723d91e368
-https://conda.anaconda.org/conda-forge/linux-64/libblas-3.9.0-25_linux64_openblas.conda#8ea26d42ca88ec5258802715fe1ee10b
 https://conda.anaconda.org/conda-forge/linux-64/libglib-2.82.2-h2ff4ddf_0.conda#13e8e54035ddd2b91875ba399f0f7c04
 https://conda.anaconda.org/conda-forge/linux-64/libglx-1.7.0-ha4b6fd6_2.conda#c8013e438185f33b13814c5c488acd5c
+https://conda.anaconda.org/conda-forge/linux-64/libopenblas-0.3.25-pthreads_h413a1c8_0.conda#d172b34a443b95f86089e8229ddc9a17
 https://conda.anaconda.org/conda-forge/linux-64/libtiff-4.7.0-he137b08_1.conda#63872517c98aa305da58a757c443698e
 https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.13.5-hb346dea_0.conda#c81a9f1118541aaa418ccb22190c817e
 https://conda.anaconda.org/conda-forge/linux-64/mysql-libs-9.0.1-he0572af_2.conda#57a9e7ee3c0840d3c8c9012473978629
@@ -145,21 +145,20 @@ https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.0.1-pyhd8ed1ab_0.tar.
 https://conda.anaconda.org/conda-forge/noarch/idna-3.10-pyhd8ed1ab_0.conda#7ba2ede0e7c795ff95088daf0dc59753
 https://conda.anaconda.org/conda-forge/linux-64/kiwisolver-1.4.7-py311hd18a35c_0.conda#be34c90cce87090d24da64a7c239ca96
 https://conda.anaconda.org/conda-forge/linux-64/lcms2-2.16-hb7c19ff_0.conda#51bb7010fc86f70eee639b4bb7a894f5
-https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.9.0-25_linux64_openblas.conda#5dbd1b0fc0d01ec5e0e1fbe667281a11
+https://conda.anaconda.org/conda-forge/linux-64/libblas-3.9.0-20_linux64_openblas.conda#2b7bb4f7562c8cf334fc2e20c2d28abc
 https://conda.anaconda.org/conda-forge/linux-64/libcups-2.3.3-h4637d8d_4.conda#d4529f4dff3057982a7617c7ac58fde3
 https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.10.1-hbbe4b11_0.conda#6e801c50a40301f6978c53976917b277
 https://conda.anaconda.org/conda-forge/linux-64/libgd-2.3.3-hd3e95f3_10.conda#30ee3a29c84cf7b842a8c5828c4b7c13
 https://conda.anaconda.org/conda-forge/linux-64/libgl-1.7.0-ha4b6fd6_2.conda#928b8be80851f5d8ffb016f9c81dae7a
 https://conda.anaconda.org/conda-forge/linux-64/libgrpc-1.67.1-hc2c308b_0.conda#4606a4647bfe857e3cfe21ca12ac3afb
-https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.9.0-25_linux64_openblas.conda#4dc03a53fc69371a6158d0ed37214cd3
 https://conda.anaconda.org/conda-forge/linux-64/libllvm19-19.1.4-ha7bfdaf_1.conda#886acc67bcba28a5c6b429aad2f057ce
 https://conda.anaconda.org/conda-forge/linux-64/libxkbcommon-1.7.0-h2c5496b_1.conda#e2eaefa4de2b7237af7c907b8bbc760a
 https://conda.anaconda.org/conda-forge/linux-64/libxslt-1.1.39-h76b75d6_0.conda#e71f31f8cfb0a91439f2086fc8aa0461
 https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.2-py311h2dc5d0c_0.conda#15e4dadd59e93baad7275249f10b9472
 https://conda.anaconda.org/conda-forge/noarch/multimethod-1.9.1-pyhd8ed1ab_0.conda#48223af3f697ccd9b114adb6a66e0f11
 https://conda.anaconda.org/conda-forge/noarch/munkres-1.1.4-pyh9f0ad1d_0.tar.bz2#2ba8498c1018c1e9c61eb99b973dfe19
 https://conda.anaconda.org/conda-forge/noarch/mypy_extensions-1.0.0-pyha770c72_0.conda#4eccaeba205f0aed9ac3a9ea58568ca3
-https://conda.anaconda.org/conda-forge/noarch/narwhals-1.14.2-pyhff2d567_0.conda#c7948f818368f181dea8d4865efd8039
+https://conda.anaconda.org/conda-forge/noarch/narwhals-1.14.3-pyhd8ed1ab_0.conda#b8f78184db8ff091a164edef21c6c050
 https://conda.anaconda.org/conda-forge/noarch/nest-asyncio-1.6.0-pyhd8ed1ab_0.conda#6598c056f64dc8800d40add25e4e2c34
 https://conda.anaconda.org/conda-forge/linux-64/openjpeg-2.5.2-h488ebb8_0.conda#7f2e286780f072ed750df46dc2631138
 https://conda.anaconda.org/conda-forge/noarch/packaging-24.2-pyhff2d567_1.conda#8508b703977f4c4ada34d657d051972c
@@ -214,11 +213,12 @@ https://conda.anaconda.org/conda-forge/noarch/jedi-0.19.2-pyhff2d567_0.conda#11e
 https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.4-pyhd8ed1ab_0.conda#7b86ecb7d3557821c649b3c31e3eb9f2
 https://conda.anaconda.org/conda-forge/noarch/joblib-1.4.2-pyhd8ed1ab_0.conda#25df261d4523d9f9783bcdb7208d872f
 https://conda.anaconda.org/conda-forge/noarch/jupyter_core-5.7.2-pyh31011fe_1.conda#0a2980dada0dd7fd0998f0342308b1b1
+https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.9.0-20_linux64_openblas.conda#36d486d72ab64ffea932329a1d3729a3
 https://conda.anaconda.org/conda-forge/linux-64/libclang-cpp19.1-19.1.4-default_hb5137d0_0.conda#e7e4a0ebe1f6eedf483f6f5d4f7d2bdd
 https://conda.anaconda.org/conda-forge/linux-64/libclang13-19.1.4-default_h9c6a7e4_0.conda#6c450adae455c7d648856e8b0cfcebd6
 https://conda.anaconda.org/conda-forge/linux-64/libgoogle-cloud-2.31.0-h804f50b_0.conda#35ab838423b60f233391eb86d324a830
+https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.9.0-20_linux64_openblas.conda#6fabc51f5e647d09cc010c40061557e0
 https://conda.anaconda.org/conda-forge/noarch/matplotlib-inline-0.1.7-pyhd8ed1ab_0.conda#779345c95648be40d22aaa89de7d4254
-https://conda.anaconda.org/conda-forge/linux-64/numpy-2.1.3-py311h71ddf71_0.conda#1b3c543b0cc96310bcf0b825d5a68cb1
 https://conda.anaconda.org/conda-forge/linux-64/openldap-2.6.9-he970967_0.conda#ca2de8bbdc871bce41dbf59e51324165
 https://conda.anaconda.org/conda-forge/noarch/pexpect-4.9.0-pyhd8ed1ab_0.conda#629f3203c99b32e0988910c93e77f3b6
 https://conda.anaconda.org/conda-forge/linux-64/pillow-11.0.0-py311h49e9ac3_0.conda#2bd3d0f839ec0d1eaca817c9d1feb7c2
@@ -235,47 +235,49 @@ https://conda.anaconda.org/conda-forge/noarch/annotated-types-0.7.0-pyhd8ed1ab_0
 https://conda.anaconda.org/conda-forge/linux-64/aws-crt-cpp-0.29.5-h0e61686_1.conda#7143a281febcabfc242a458b7bc12048
 https://conda.anaconda.org/conda-forge/linux-64/azure-identity-cpp-1.10.0-h113e628_0.conda#73f73f60854f325a55f1d31459f2ab73
 https://conda.anaconda.org/conda-forge/linux-64/azure-storage-common-cpp-12.8.0-h736e048_1.conda#13de36be8de3ae3f05ba127631599213
-https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.3.1-py311hd18a35c_0.conda#351cb68d2081e249069748b6e60b3cd2
 https://conda.anaconda.org/conda-forge/noarch/jsonschema-specifications-2024.10.1-pyhd8ed1ab_0.conda#720745920222587ef942acfbc578b584
 https://conda.anaconda.org/conda-forge/noarch/jupyter_client-8.6.3-pyhd8ed1ab_0.conda#a14218cfb29662b4a19ceb04e93e298e
 https://conda.anaconda.org/conda-forge/linux-64/libgoogle-cloud-storage-2.31.0-h0121fbd_0.conda#568d6a09a6ed76337a7b97c84ae7c0f8
 https://conda.anaconda.org/conda-forge/linux-64/libpq-17.2-h04577a9_0.conda#52dd46162c6fb2765b49e6fd06adf8d5
 https://conda.anaconda.org/conda-forge/noarch/nltk-3.9.1-pyhd8ed1ab_0.conda#7e580f0694e487c3890d3ce67d5df98c
-https://conda.anaconda.org/conda-forge/linux-64/pandas-2.2.3-py311h7db5c69_1.conda#643f8cb35133eb1be4919fb953f0a25f
+https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py311h64a7726_0.conda#a502d7aad449a1206efb366d6a12c52d
 https://conda.anaconda.org/conda-forge/linux-64/pango-1.54.0-h4c5309f_1.conda#7df02e445367703cd87a574046e3a6f0
 https://conda.anaconda.org/conda-forge/linux-64/pydantic-core-2.27.1-py311h9e33e62_0.conda#e5192dfb2dae866470c3eec81dbe5727
-https://conda.anaconda.org/conda-forge/linux-64/scipy-1.14.1-py311he9a78e4_1.conda#49ba89bf4d8a995efb99517d1c7aeb1e
 https://conda.anaconda.org/conda-forge/noarch/stack_data-0.6.2-pyhd8ed1ab_0.conda#e7df0fdd404616638df5ece6e69ba7af
 https://conda.anaconda.org/conda-forge/noarch/typeguard-4.4.1-pyhd8ed1ab_0.conda#fd38d75b681d3e7c92f14320012bb241
 https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.23.0-py311hbc35293_1.conda#aec590674ba365e50ae83aa2d6e1efae
 https://conda.anaconda.org/conda-forge/linux-64/aws-sdk-cpp-1.11.449-hdaa582e_3.conda#0dca4b37cf80312f8ef84b649e6ad3a3
 https://conda.anaconda.org/conda-forge/linux-64/azure-storage-blobs-cpp-12.13.0-h3cf044e_1.conda#7eb66060455c7a47d9dcdbfa9f46579b
+https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.3.1-py311hd18a35c_0.conda#351cb68d2081e249069748b6e60b3cd2
 https://conda.anaconda.org/conda-forge/linux-64/gtk2-2.24.33-h6470451_5.conda#1483ba046164be27df7f6eddbcec3a12
 https://conda.anaconda.org/conda-forge/noarch/ipython-8.29.0-pyh707e725_0.conda#56db21d7d51410fcfbfeca3d1a6b4269
 https://conda.anaconda.org/conda-forge/noarch/jsonschema-4.23.0-pyhd8ed1ab_0.conda#da304c192ad59975202859b367d0f6a2
 https://conda.anaconda.org/conda-forge/linux-64/librsvg-2.58.4-hc0ffecb_0.conda#83f045969988f5c7a65f3950b95a8b35
-https://conda.anaconda.org/conda-forge/linux-64/matplotlib-base-3.9.2-py311h2b939e6_2.conda#2e8401a7780e33e9ca76034d0ed24c3c
+https://conda.anaconda.org/conda-forge/linux-64/pandas-2.2.3-py311h7db5c69_1.conda#643f8cb35133eb1be4919fb953f0a25f
 https://conda.anaconda.org/conda-forge/noarch/pydantic-2.10.2-pyh3cfb1c2_0.conda#e661b732b4d7514ace55a01873f03201
 https://conda.anaconda.org/conda-forge/linux-64/qt6-main-6.8.0-h6e8976b_0.conda#6d1c5d2d904d24c17cbb538a95855a4e
-https://conda.anaconda.org/conda-forge/linux-64/scikit-learn-1.5.2-py311h57cc02b_1.conda#d1b6d7a73364d9fe20d2863bd2c43e3a
-https://conda.anaconda.org/conda-forge/noarch/ucimlrepo-0.0.7-pyhd8ed1ab_0.conda#4e5b5767223c9784b08c907b1d77d7fb
 https://conda.anaconda.org/conda-forge/noarch/urllib3-2.2.3-pyhd8ed1ab_0.conda#6b55867f385dd762ed99ea687af32a69
 https://conda.anaconda.org/conda-forge/noarch/altair-5.5.0-pyhd8ed1ab_0.conda#a36e83a3ca4416a393be9d023f1f9c8d
 https://conda.anaconda.org/conda-forge/linux-64/azure-storage-files-datalake-cpp-12.12.0-ha633028_1.conda#7c1980f89dd41b097549782121a73490
 https://conda.anaconda.org/conda-forge/linux-64/graphviz-12.0.0-hba01fac_0.conda#953e31ea00d46beb7e64a79fc291ec44
-https://conda.anaconda.org/conda-forge/noarch/imbalanced-learn-0.12.4-pyhd8ed1ab_0.conda#ff3a89844a091812f71f9aefafd05e36
 https://conda.anaconda.org/conda-forge/noarch/ipykernel-6.29.5-pyh3099207_0.conda#b40131ab6a36ac2c09b7c57d4d3fbf99
+https://conda.anaconda.org/conda-forge/linux-64/matplotlib-base-3.9.2-py311h2b939e6_2.conda#2e8401a7780e33e9ca76034d0ed24c3c
 https://conda.anaconda.org/conda-forge/noarch/pandera-base-0.21.0-pyhd8ed1ab_0.conda#077c6d703bcd9e1d8357f327978c49f2
 https://conda.anaconda.org/conda-forge/linux-64/pyside6-6.8.0.2-py311h9053184_0.conda#a09628d42965b2102f929650b6c90f0d
 https://conda.anaconda.org/conda-forge/noarch/requests-2.32.3-pyhd8ed1ab_0.conda#5ede4753180c7a550a443c430dc8ab52
+https://conda.anaconda.org/conda-forge/noarch/ucimlrepo-0.0.7-pyhd8ed1ab_0.conda#4e5b5767223c9784b08c907b1d77d7fb
 https://conda.anaconda.org/conda-forge/linux-64/libarrow-18.1.0-h94eee4b_0_cpu.conda#1718fa336f42a0b24b822457df7ce43d
 https://conda.anaconda.org/conda-forge/linux-64/matplotlib-3.9.2-py311h38be061_2.conda#713b57fc1ebd395598f709a26c2d27fd
 https://conda.anaconda.org/conda-forge/noarch/pandera-0.21.0-hd8ed1ab_0.conda#c927e2e31eb637f37b4fdf778f2dd4dc
+https://conda.anaconda.org/conda-forge/noarch/pooch-1.8.2-pyhd8ed1ab_0.conda#8dab97d8a9616e07d779782995710aed
 https://conda.anaconda.org/conda-forge/noarch/python-graphviz-0.20.3-pyhe28f650_1.conda#881be78ca9f3f2f5f6aa45d9b38a799f
 https://conda.anaconda.org/conda-forge/linux-64/libarrow-acero-18.1.0-h5888daf_0_cpu.conda#d2f94a6f24f028544c7a4cb1b50c5eca
 https://conda.anaconda.org/conda-forge/linux-64/libparquet-18.1.0-h6bd9018_0_cpu.conda#580349cffeac814a32ff661dcbe72821
 https://conda.anaconda.org/conda-forge/linux-64/pyarrow-core-18.1.0-py311h4854187_0_cpu.conda#830a64ee7a65e588c7ea615be84db2e3
+https://conda.anaconda.org/conda-forge/linux-64/scipy-1.10.1-py311h64a7726_3.conda#a01a3a7428e770db5a0c8c7ab5fce7f7
 https://conda.anaconda.org/conda-forge/linux-64/libarrow-dataset-18.1.0-h5888daf_0_cpu.conda#7834b3a11d0f1ee7e13b4533e361586f
+https://conda.anaconda.org/conda-forge/linux-64/scikit-learn-1.2.2-py311hc009520_2.conda#538b903a5572cf48fb87c8d30fc06e0d
+https://conda.anaconda.org/conda-forge/noarch/imbalanced-learn-0.12.4-pyhd8ed1ab_0.conda#ff3a89844a091812f71f9aefafd05e36
 https://conda.anaconda.org/conda-forge/linux-64/libarrow-substrait-18.1.0-h5c8f2c3_0_cpu.conda#51dc5a7117ec264e0a5cc1a5d82437dd
 https://conda.anaconda.org/conda-forge/linux-64/pyarrow-18.1.0-py311h38be061_0.conda#47b8624012486e05e66f6acf7267aa22
 https://conda.anaconda.org/conda-forge/noarch/vegafusion-1.6.9-pyhd8ed1ab_0.conda#6aa7e1d32c66d32b86800e61601ba5c6
@@ -314,12 +316,11 @@ https://conda.anaconda.org/conda-forge/noarch/vegafusion-1.6.9-pyhd8ed1ab_0.cond
 # pip bleach @ https://files.pythonhosted.org/packages/fc/55/96142937f66150805c25c4d0f31ee4132fd33497753400734f9dfdcbdc66/bleach-6.2.0-py3-none-any.whl#sha256=117d9c6097a7c3d22fd578fcd8d35ff1e125df6736f554da4e432fdd63f31e5e
 # pip httpcore @ https://files.pythonhosted.org/packages/87/f5/72347bc88306acb359581ac4d52f23c0ef445b57157adedb9aee0cd689d2/httpcore-1.0.7-py3-none-any.whl#sha256=a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd
 # pip nbformat @ https://files.pythonhosted.org/packages/a9/82/0340caa499416c78e5d8f5f05947ae4bc3cba53c9f038ab6e9ed964e22f1/nbformat-5.10.4-py3-none-any.whl#sha256=3b48d6c8fbca4b299bf3982ea7db1af21580e4fec269ad087b9e81588891200b
-# pip pandas @ https://files.pythonhosted.org/packages/de/ce/b5d9c7ce1aaf9023b823c81932a50cd5e8f407198a696b0d1c6025a40b03/pandas-2.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl#sha256=dc3657869c7902810f32bd072f0740487f9e030c1a3ab03e0af093db35a9d14e
+# pip pandas @ https://files.pythonhosted.org/packages/f8/8c/9ad173c5cd2c7178c84075c02ec37b5d1d53fb1d015f51ea3e623ea9c31c/pandas-2.1.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl#sha256=d797591b6846b9db79e65dc2d0d48e61f7db8d10b2a9480b4e3faaddc421a171
 # 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
 # pip python-utils @ https://files.pythonhosted.org/packages/d4/69/31c82567719b34d8f6b41077732589104883771d182a9f4ff3e71430999a/python_utils-3.9.1-py2.py3-none-any.whl#sha256=0273d7363c7ad4b70999b2791d5ba6b55333d6f7a4e4c8b6b39fb82b5fab4613
 # pip rfc3339-validator @ https://files.pythonhosted.org/packages/7b/44/4e421b96b67b2daff264473f7465db72fbdf36a07e05494f50300cc7b0c6/rfc3339_validator-0.1.4-py2.py3-none-any.whl#sha256=24f6ec1eda14ef823da9e36ec7113124b39c04d50a4d3d3a3c2859577e7791fa
-# pip scipy @ https://files.pythonhosted.org/packages/26/68/84dbe18583e79e56e4cee8d00232a8dd7d4ae33bc3acf3be1c347991848f/scipy-1.6.1.tar.gz#sha256=c4fceb864890b6168e79b0e714c585dbe2fd4222768ee90bc1aa0f8218691b11
 # pip terminado @ https://files.pythonhosted.org/packages/6a/9e/2064975477fdc887e47ad42157e214526dcad8f317a948dee17e1659a62f/terminado-0.18.1-py3-none-any.whl#sha256=a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0
 # pip tinycss2 @ https://files.pythonhosted.org/packages/e6/34/ebdc18bae6aa14fbee1a08b63c015c72b64868ff7dae68808ab500c492e2/tinycss2-1.4.0-py3-none-any.whl#sha256=3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289
 # pip argon2-cffi @ https://files.pythonhosted.org/packages/a4/6a/e8a041599e78b6b3752da48000b14c8d1e8a04ded09c88c714ba047f34f5/argon2_cffi-23.1.0-py3-none-any.whl#sha256=c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea
@@ -329,9 +330,8 @@ https://conda.anaconda.org/conda-forge/noarch/vegafusion-1.6.9-pyhd8ed1ab_0.cond
 # pip jupyter-server-terminals @ https://files.pythonhosted.org/packages/07/2d/2b32cdbe8d2a602f697a649798554e4f072115438e92249624e532e8aca6/jupyter_server_terminals-0.5.3-py3-none-any.whl#sha256=41ee0d7dc0ebf2809c668e0fc726dfaf258fcd3e769568996ca731b6194ae9aa
 # pip nbclient @ https://files.pythonhosted.org/packages/66/e8/00517a23d3eeaed0513e718fbc94aab26eaa1758f5690fc8578839791c79/nbclient-0.10.0-py3-none-any.whl#sha256=f13e3529332a1f1f81d82a53210322476a168bb7090a0289c795fe9cc11c9d3f
 # pip pynomaly @ https://files.pythonhosted.org/packages/03/00/0af76dc221eb34f0d98af54024955ddc16080057a69d4c19329811aabc03/PyNomaly-0.3.4-py3-none-any.whl#sha256=e653f1e1c9a70c92170829f7440841e3b004528e1a1bfaea5e830e53fca26822
-# pip scikit-learn @ https://files.pythonhosted.org/packages/1f/ad/9799aabeabcb9a293c87b6f96cc78655b8abc7d35560cd99007093b5d445/scikit_learn-1.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl#sha256=9d953531f5d9f00c90c34fa3b7d7cfb43ecff4c605dac9e4255a20b114a27369
 # pip seaborn @ https://files.pythonhosted.org/packages/83/11/00d3c3dfc25ad54e731d91449895a79e4bf2384dc3ac01809010ba88f6d5/seaborn-0.13.2-py3-none-any.whl#sha256=636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987
-# pip statsmodels @ https://files.pythonhosted.org/packages/1e/be/0e3fadc16fd255789a8483a1a88aa293aa0625084a4f70b09def7625d5c6/statsmodels-0.14.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl#sha256=0ef7fa4813c7a73b0d8a0c830250f021c102c71c95e9fe0d6877bcfb56d38b8c
+# 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
 # pip vega-datasets @ https://files.pythonhosted.org/packages/e6/9f/ca52771fe972e0dcc5167fedb609940e01516066938ff2ee28b273ae4f29/vega_datasets-0.9.0-py3-none-any.whl#sha256=3d7c63917be6ca9b154b565f4779a31fedce57b01b5b9d99d8a34a7608062a1d
 # pip altair-ally @ https://files.pythonhosted.org/packages/ca/b3/df528cb8c8242485b7f5d4d973fea5233b216486b3e1d2d8b14d92772ddf/altair_ally-0.1.1.tar.gz#sha256=f8b7179fda6335322048f71ec29b827b63f658e8a9fb54426927597eeb1f446e
 # pip category-encoders @ https://files.pythonhosted.org/packages/98/47/598b4bf0ccf6f02915e71bdd23fe846a27adc2d3ba734f2ba5215d8e44f5/category_encoders-2.6.4-py2.py3-none-any.whl#sha256=59f4b541ec787dfdfacc12267e1aff91a1ddc0b756991ec2129d50d6495d6e36