diff --git a/R/basilisk.R b/R/basilisk.R
index e71be8c..f26bdae 100644
--- a/R/basilisk.R
+++ b/R/basilisk.R
@@ -2,448 +2,29 @@
 # and dependencies pinned to fix various issues linked below
 .scvelo_dependencies <- list(
   "x86_64" = c(
-      '_libgcc_mutex==0.1',
-      '_openmp_mutex==4.5',
-      'absl-py==2.1.0',
-      'alsa-lib==1.2.11',
-      'anndata==0.10.7',
-      'annotated-types==0.7.0',
-      'anyio==4.3.0',
-      'aom==3.9.0',
-      'argon2-cffi==23.1.0',
-      'argon2-cffi-bindings==21.2.0',
-      'array-api-compat==1.6',
-      'arrow==1.3.0',
-      'asttokens==2.4.1',
-      'async-lru==2.0.4',
-      'attr==2.5.1',
-      'attrs==23.2.0',
-      'babel==2.14.0',
-      'beautifulsoup4==4.12.3',
-      'bleach==6.1.0',
-      'blessed==1.19.1',
-      'blosc==1.21.5',
-      'boto3==1.34.111',
-      'botocore==1.34.111',
-      'brotli==1.1.0',
-      'brotli-bin==1.1.0',
-      'brotli-python==1.1.0',
-      'bzip2==1.0.8',
-      'c-ares==1.28.1',
-      'ca-certificates==2024.2.2',
-      'cachecontrol==0.14.0',
-      'cachecontrol-with-filecache==0.14.0',
-      'cached-property==1.5.2',
-      'cached_property==1.5.2',
-      'cairo==1.18.0',
-      'certifi==2024.2.2',
-      'cffi==1.16.0',
-      'charset-normalizer==3.3.2',
-      'chex==0.1.83',
-      'cleo==2.1.0',
-      'click==8.1.7',
-      'colorama==0.4.6',
-      'comm==0.2.2',
-      'contextlib2==21.6.0',
-      'contourpy==1.2.1',
-      'crashtest==0.4.1',
-      'croniter==1.3.15',
-      'cryptography==42.0.7',
-      'cycler==0.12.1',
-      'dateutils==0.6.12',
-      'dav1d==1.2.1',
-      'dbus==1.13.6',
-      'debugpy==1.8.1',
-      'decorator==5.1.1',
-      'deepdiff==7.0.1',
-      'defusedxml==0.7.1',
-      'distlib==0.3.8',
-      'dm-tree==0.1.8',
-      'dnspython==2.6.1',
-      'docrep==0.3.2',
-      'dulwich==0.21.7',
-      'email-validator==2.1.1',
-      'email_validator==2.1.1',
-      'entrypoints==0.4',
-      'et_xmlfile==1.1.0',
-      'etils==1.6.0',
-      'exceptiongroup==1.2.0',
-      'executing==2.0.1',
-      'expat==2.6.2',
-      'fastapi==0.111.0',
-      'fastapi-cli==0.0.4',
-      'filelock==3.14.0',
-      'flax==0.8.3',
-      'font-ttf-dejavu-sans-mono==2.37',
-      'font-ttf-inconsolata==3.000',
-      'font-ttf-source-code-pro==2.038',
-      'font-ttf-ubuntu==0.83',
-      'fontconfig==2.14.2',
-      'fonts-conda-ecosystem==1',
-      'fonts-conda-forge==1',
-      'fonttools==4.51.0',
-      'fqdn==1.5.1',
-      'freetype==2.12.1',
-      'fsspec==2023.12.2',
-      'get-annotations==0.1.2',
-      'gettext==0.22.5',
-      'gettext-tools==0.22.5',
-      'glib==2.80.2',
-      'glib-tools==2.80.2',
-      'gmp==6.3.0',
-      'gmpy2==2.1.5',
-      'graphite2==1.3.13',
-      'gst-plugins-base==1.24.3',
-      'gstreamer==1.24.3',
-      'h11==0.14.0',
-      'h2==4.1.0',
-      'h5py==3.11.0',
-      'harfbuzz==8.5.0',
-      'hdf5==1.14.3',
-      'hpack==4.0.0',
-      'httpcore==1.0.5',
-      'httpx==0.27.0',
-      'hyperframe==6.0.1',
-      'icu==73.2',
-      'idna==3.7',
-      'importlib-metadata==7.1.0',
-      'importlib-resources==6.4.0',
-      'importlib_metadata==7.1.0',
-      'importlib_resources==6.4.0',
-      'inquirer==3.1.4',
-      'ipykernel==6.29.3',
-      'ipython==8.18.1',
-      'ipywidgets==8.1.2',
-      'isoduration==20.11.0',
-      'itsdangerous==2.2.0',
-      'jaraco.classes==3.4.0',
-      'jax==0.4.27',
-      'jaxlib==0.4.23',
-      'jedi==0.19.1',
-      'jeepney==0.8.0',
-      'jinja2==3.1.4',
-      'jmespath==1.0.1',
-      'joblib==1.4.2',
-      'json5==0.9.25',
-      'jsonpointer==2.4',
-      'jsonschema==4.22.0',
-      'jsonschema-specifications==2023.12.1',
-      'jsonschema-with-format-nongpl==4.22.0',
-      'jupyter-lsp==2.2.5',
-      'jupyter_client==8.6.1',
-      'jupyter_core==5.7.2',
-      'jupyter_events==0.10.0',
-      'jupyter_server==2.14.0',
-      'jupyter_server_terminals==0.5.3',
-      'jupyterlab==4.2.0',
-      'jupyterlab_pygments==0.3.0',
-      'jupyterlab_server==2.27.2',
-      'jupyterlab_widgets==3.0.10',
-      'keyring==24.3.1',
-      'keyutils==1.6.1',
-      'kiwisolver==1.4.5',
-      'krb5==1.21.2',
-      'lame==3.100',
-      'lcms2==2.16',
-      'ld_impl_linux-64==2.40',
-      'legacy-api-wrap==1.4',
-      'lerc==4.0.0',
-      'libabseil==20240116.2',
-      'libaec==1.1.3',
-      'libasprintf==0.22.5',
-      'libasprintf-devel==0.22.5',
-      'libavif16==1.0.4',
-      'libblas==3.9.0',
-      'libbrotlicommon==1.1.0',
-      'libbrotlidec==1.1.0',
-      'libbrotlienc==1.1.0',
-      'libcap==2.69',
-      'libcblas==3.9.0',
-      'libclang-cpp15==15.0.7',
-      'libclang13==18.1.5',
-      'libcups==2.3.3',
-      'libcurl==8.8.0',
-      'libdeflate==1.20',
-      'libedit==3.1.20191231',
-      'libev==4.33',
-      'libevent==2.1.12',
-      'libexpat==2.6.2',
-      'libffi==3.4.2',
-      'libflac==1.4.3',
-      'libgcc-ng==13.2.0',
-      'libgcrypt==1.10.3',
-      'libgettextpo==0.22.5',
-      'libgettextpo-devel==0.22.5',
-      'libgfortran-ng==13.2.0',
-      'libgfortran5==13.2.0',
-      'libglib==2.80.2',
-      'libgomp==13.2.0',
-      'libgpg-error==1.49',
-      'libgrpc==1.62.2',
-      'libhwloc==2.10.0',
-      'libiconv==1.17',
-      'libjpeg-turbo==3.0.0',
-      'liblapack==3.9.0',
-      'libllvm14==14.0.6',
-      'libllvm15==15.0.7',
-      'libllvm18==18.1.5',
-      'libnghttp2==1.58.0',
-      'libnsl==2.0.1',
-      'libogg==1.3.4',
-      'libopenblas==0.3.27',
-      'libopus==1.3.1',
-      'libpng==1.6.43',
-      'libpq==16.3',
-      'libprotobuf==4.25.3',
-      'libre2-11==2023.09.01',
-      'libsndfile==1.2.2',
-      'libsodium==1.0.18',
-      'libsqlite==3.45.3',
-      'libssh2==1.11.0',
-      'libstdcxx-ng==13.2.0',
-      'libsystemd0==255',
-      'libtiff==4.6.0',
-      'libtorch==2.3.0',
-      'libuuid==2.38.1',
-      'libuv==1.48.0',
-      'libvorbis==1.3.7',
-      'libwebp-base==1.4.0',
-      'libxcb==1.15',
-      'libxkbcommon==1.7.0',
-      'libxml2==2.12.7',
-      'libzlib==1.2.13',
-      'lightning==2.0.4',
-      'lightning-cloud==0.5.69',
-      'lightning-utilities==0.11.2',
-      'llvmlite==0.42.0',
-      'loompy==3.0.6',
-      'lz4-c==1.9.4',
-      'markdown-it-py==3.0.0',
-      'markupsafe==2.1.5',
-      'matplotlib==3.7.3',
-      'matplotlib-base==3.7.3',
-      'matplotlib-inline==0.1.7',
-      'mdurl==0.1.2',
-      'mistune==3.0.2',
-      'ml-collections==0.1.1',
-      'ml_dtypes==0.4.0',
-      'more-itertools==10.2.0',
-      'mpc==1.3.1',
-      'mpfr==4.2.1',
-      'mpg123==1.32.6',
-      'mpmath==1.3.0',
-      'msgpack-python==1.0.8',
-      'mudata==0.2.3',
-      'multipledispatch==0.6.0',
-      'munkres==1.1.4',
-      'mysql-common==8.3.0',
-      'mysql-libs==8.3.0',
-      'natsort==8.4.0',
-      'nbclient==0.10.0',
-      'nbconvert-core==7.16.4',
-      'nbformat==5.10.4',
-      'ncurses==6.5',
-      'nest-asyncio==1.6.0',
-      'networkx==3.2.1',
-      'nomkl==1.0',
-      'notebook-shim==0.2.4',
-      'nspr==4.35',
-      'nss==3.100',
-      'numba==0.59.1',
-      'numpy==1.23.1',
-      'numpy_groupies==0.11.1',
-      'numpyro==0.15.0',
-      'openjpeg==2.5.2',
-      'openpyxl==3.1.2',
-      'openssl==3.3.0',
-      'opt-einsum==3.3.0',
-      'opt_einsum==3.3.0',
-      'optax==0.2.2',
-      'orbax-checkpoint==0.4.4',
-      'ordered-set==4.1.0',
-      'orjson==3.10.3',
-      'overrides==7.7.0',
-      'packaging==24.0',
-      'pandas==2.2.2',
-      'pandocfilters==1.5.0',
-      'parso==0.8.4',
-      'patsy==0.5.6',
-      'pcre2==10.43',
-      'pexpect==4.9.0',
-      'pickleshare==0.7.5',
-      'pillow==10.3.0',
-      'pip==24.0',
-      'pixman==0.43.2',
-      'pkginfo==1.10.0',
-      'pkgutil-resolve-name==1.3.10',
-      'platformdirs==4.2.2',
-      'ply==3.11',
-      'poetry==1.8.3',
-      'poetry-core==1.9.0',
-      'poetry-plugin-export==1.8.0',
-      'prometheus_client==0.20.0',
-      'prompt-toolkit==3.0.42',
-      'protobuf==4.25.3',
-      'psutil==5.9.8',
-      'pthread-stubs==0.4',
-      'ptyprocess==0.7.0',
-      'pulseaudio-client==17.0',
-      'pure_eval==0.2.2',
-      'pybind11-abi==4',
-      'pycparser==2.22',
-      'pydantic==2.7.1',
-      'pydantic-core==2.18.2',
-      'pygments==2.18.0',
-      'pyjwt==2.8.0',
-      'pynndescent==0.5.12',
-      'pyparsing==3.1.2',
-      'pyproject_hooks==1.1.0',
-      'pyqt==5.15.9',
-      'pyqt5-sip==12.12.2',
-      'pyro-api==0.1.2',
-      'pyro-ppl==1.9.0',
-      'pysocks==1.7.1',
-      'python==3.9.12',
-      'python-build==1.2.1',
-      'python-dateutil==2.9.0',
-      'python-editor==1.0.4',
-      'python-fastjsonschema==2.19.1',
-      'python-installer==0.7.0',
-      'python-json-logger==2.0.7',
-      'python-multipart==0.0.9',
-      'python-tzdata==2024.1',
-      'python_abi==3.9',
-      'pytorch==2.3.0',
-      'pytorch-lightning==2.2.2',
-      'pytz==2024.1',
-      'pyyaml==6.0.1',
-      'pyzmq==26.0.3',
-      'qt-main==5.15.8',
-      'rapidfuzz==3.9.1',
-      'rav1e==0.6.6',
-      're2==2023.09.01',
-      'readchar==4.1.0',
-      'readline==8.2',
-      'referencing==0.35.1',
-      'requests==2.32.2',
-      'requests-toolbelt==1.0.0',
-      'rfc3339-validator==0.1.4',
-      'rfc3986-validator==0.1.1',
-      'rich==13.7.1',
-      'rpds-py==0.18.1',
-      's3transfer==0.10.1',
-      'scanpy==1.10.1',
-      'scikit-learn==1.5.0',
-      'scipy==1.13.0',
-      'scvelo==0.2.5',
-      'scvi-tools==1.1.2',
-      'seaborn==0.13.2',
-      'seaborn-base==0.13.2',
-      'secretstorage==3.3.3',
-      'send2trash==1.8.3',
-      'session-info==1.0.0',
-      'setuptools==70.0.0',
-      'shellingham==1.5.4',
-      'sip==6.7.12',
-      'six==1.16.0',
-      'sleef==3.5.1',
-      'snappy==1.2.0',
-      'sniffio==1.3.1',
-      'soupsieve==2.5',
-      'sparse==0.15.3',
-      'sqlite==3.45.3',
-      'stack_data==0.6.2',
-      'starlette==0.37.2',
-      'starsessions==1.3.0',
-      'statsmodels==0.14.2',
-      'stdlib-list==0.10.0',
-      'svt-av1==2.1.0',
-      'sympy==1.12',
-      'tbb==2021.12.0',
-      'tensorstore==0.1.59',
-      'terminado==0.18.1',
-      'threadpoolctl==3.5.0',
-      'tinycss2==1.3.0',
-      'tk==8.6.13',
-      'toml==0.10.2',
-      'tomli==2.0.1',
-      'tomlkit==0.12.5',
-      'toolz==0.12.1',
-      'torchmetrics==1.4.0.post0',
-      'tornado==6.4',
-      'tqdm==4.66.4',
-      'traitlets==5.14.3',
-      'trove-classifiers==2024.5.22',
-      'typer==0.12.3',
-      'typer-slim==0.12.3',
-      'typer-slim-standard==0.12.3',
-      'types-python-dateutil==2.9.0.20240316',
-      'typing-extensions==4.11.0',
-      'typing_extensions==4.11.0',
-      'typing_utils==0.1.0',
-      'tzdata==2024a',
-      'ujson==5.10.0',
-      'umap-learn==0.5.5',
-      'unicodedata2==15.1.0',
-      'uri-template==1.3.0',
-      'urllib3==1.26.18',
-      'uvicorn==0.29.0',
-      'virtualenv==20.26.2',
-      'wcwidth==0.2.13',
-      'webcolors==1.13',
-      'webencodings==0.5.1',
-      'websocket-client==1.8.0',
-      'websockets==11.0.3',
-      'wheel==0.43.0',
-      'widgetsnbextension==4.0.10',
-      'xarray==2024.5.0',
-      'xcb-util==0.4.0',
-      'xcb-util-image==0.4.0',
-      'xcb-util-keysyms==0.4.0',
-      'xcb-util-renderutil==0.3.9',
-      'xcb-util-wm==0.4.1',
-      'xkeyboard-config==2.41',
-      'xlrd==1.2.0',
-      'xorg-kbproto==1.0.7',
-      'xorg-libice==1.1.1',
-      'xorg-libsm==1.2.4',
-      'xorg-libx11==1.8.9',
-      'xorg-libxau==1.0.11',
-      'xorg-libxdmcp==1.1.3',
-      'xorg-libxext==1.3.4',
-      'xorg-libxrender==0.9.11',
-      'xorg-renderproto==0.11.1',
-      'xorg-xextproto==7.3.0',
-      'xorg-xf86vidmodeproto==2.3.1',
-      'xorg-xproto==7.0.31',
-      'xz==5.2.6',
-      'yaml==0.2.5',
-      'zeromq==4.3.5',
-      'zipp==3.17.0',
-      'zlib==1.2.13',
-      'zstd==1.5.6'
-  ),
-  "aarch64" = c(
+    '_libgcc_mutex==0.1',
+    '_openmp_mutex==4.5',
     'absl-py==2.1.0',
+    'alsa-lib==1.2.11',
     'anndata==0.10.7',
     'annotated-types==0.7.0',
     'anyio==4.3.0',
     'aom==3.9.0',
-    'appnope==0.1.4',
     'argon2-cffi==23.1.0',
     'argon2-cffi-bindings==21.2.0',
     'array-api-compat==1.6',
     'arrow==1.3.0',
     'asttokens==2.4.1',
     'async-lru==2.0.4',
+    'attr==2.5.1',
     'attrs==23.2.0',
     'babel==2.14.0',
     'beautifulsoup4==4.12.3',
     'bleach==6.1.0',
     'blessed==1.19.1',
     'blosc==1.21.5',
-    'boto3==1.34.109',
-    'botocore==1.34.110',
+    'boto3==1.34.111',
+    'botocore==1.34.111',
     'brotli==1.1.0',
     'brotli-bin==1.1.0',
     'brotli-python==1.1.0',
@@ -454,6 +35,7 @@
     'cachecontrol-with-filecache==0.14.0',
     'cached-property==1.5.2',
     'cached_property==1.5.2',
+    'cairo==1.18.0',
     'certifi==2024.2.2',
     'cffi==1.16.0',
     'charset-normalizer==3.3.2',
@@ -466,9 +48,11 @@
     'contourpy==1.2.1',
     'crashtest==0.4.1',
     'croniter==1.3.15',
+    'cryptography==42.0.7',
     'cycler==0.12.1',
     'dateutils==0.6.12',
     'dav1d==1.2.1',
+    'dbus==1.13.6',
     'debugpy==1.8.1',
     'decorator==5.1.1',
     'deepdiff==7.0.1',
@@ -485,20 +69,36 @@
     'etils==1.6.0',
     'exceptiongroup==1.2.0',
     'executing==2.0.1',
+    'expat==2.6.2',
     'fastapi==0.111.0',
     'fastapi-cli==0.0.4',
     'filelock==3.14.0',
     'flax==0.8.3',
+    'font-ttf-dejavu-sans-mono==2.37',
+    'font-ttf-inconsolata==3.000',
+    'font-ttf-source-code-pro==2.038',
+    'font-ttf-ubuntu==0.83',
+    'fontconfig==2.14.2',
+    'fonts-conda-ecosystem==1',
+    'fonts-conda-forge==1',
     'fonttools==4.51.0',
     'fqdn==1.5.1',
     'freetype==2.12.1',
     'fsspec==2023.12.2',
     'get-annotations==0.1.2',
+    'gettext==0.22.5',
+    'gettext-tools==0.22.5',
+    'glib==2.80.2',
+    'glib-tools==2.80.2',
     'gmp==6.3.0',
     'gmpy2==2.1.5',
+    'graphite2==1.3.13',
+    'gst-plugins-base==1.24.3',
+    'gstreamer==1.24.3',
     'h11==0.14.0',
     'h2==4.1.0',
     'h5py==3.11.0',
+    'harfbuzz==8.5.0',
     'hdf5==1.14.3',
     'hpack==4.0.0',
     'httpcore==1.0.5',
@@ -520,6 +120,7 @@
     'jax==0.4.27',
     'jaxlib==0.4.23',
     'jedi==0.19.1',
+    'jeepney==0.8.0',
     'jinja2==3.1.4',
     'jmespath==1.0.1',
     'joblib==1.4.2',
@@ -536,55 +137,84 @@
     'jupyter_server_terminals==0.5.3',
     'jupyterlab==4.2.0',
     'jupyterlab_pygments==0.3.0',
-    'jupyterlab_server==2.27.1',
+    'jupyterlab_server==2.27.2',
     'jupyterlab_widgets==3.0.10',
     'keyring==24.3.1',
+    'keyutils==1.6.1',
     'kiwisolver==1.4.5',
     'krb5==1.21.2',
+    'lame==3.100',
     'lcms2==2.16',
+    'ld_impl_linux-64==2.40',
     'legacy-api-wrap==1.4',
     'lerc==4.0.0',
     'libabseil==20240116.2',
     'libaec==1.1.3',
+    'libasprintf==0.22.5',
+    'libasprintf-devel==0.22.5',
     'libavif16==1.0.4',
     'libblas==3.9.0',
     'libbrotlicommon==1.1.0',
     'libbrotlidec==1.1.0',
     'libbrotlienc==1.1.0',
+    'libcap==2.69',
     'libcblas==3.9.0',
+    'libclang-cpp15==15.0.7',
+    'libclang13==18.1.5',
+    'libcups==2.3.3',
     'libcurl==8.8.0',
-    'libcxx==17.0.6',
     'libdeflate==1.20',
     'libedit==3.1.20191231',
     'libev==4.33',
+    'libevent==2.1.12',
+    'libexpat==2.6.2',
     'libffi==3.4.2',
-    'libgfortran==5.0.0',
+    'libflac==1.4.3',
+    'libgcc-ng==13.2.0',
+    'libgcrypt==1.10.3',
+    'libgettextpo==0.22.5',
+    'libgettextpo-devel==0.22.5',
+    'libgfortran-ng==13.2.0',
     'libgfortran5==13.2.0',
+    'libglib==2.80.2',
+    'libgomp==13.2.0',
+    'libgpg-error==1.49',
     'libgrpc==1.62.2',
     'libhwloc==2.10.0',
     'libiconv==1.17',
     'libjpeg-turbo==3.0.0',
     'liblapack==3.9.0',
     'libllvm14==14.0.6',
+    'libllvm15==15.0.7',
+    'libllvm18==18.1.5',
     'libnghttp2==1.58.0',
+    'libnsl==2.0.1',
+    'libogg==1.3.4',
     'libopenblas==0.3.27',
+    'libopus==1.3.1',
     'libpng==1.6.43',
+    'libpq==16.3',
     'libprotobuf==4.25.3',
     'libre2-11==2023.09.01',
+    'libsndfile==1.2.2',
     'libsodium==1.0.18',
     'libsqlite==3.45.3',
     'libssh2==1.11.0',
+    'libstdcxx-ng==13.2.0',
+    'libsystemd0==255',
     'libtiff==4.6.0',
     'libtorch==2.3.0',
+    'libuuid==2.38.1',
     'libuv==1.48.0',
+    'libvorbis==1.3.7',
     'libwebp-base==1.4.0',
     'libxcb==1.15',
+    'libxkbcommon==1.7.0',
     'libxml2==2.12.7',
     'libzlib==1.2.13',
     'lightning==2.0.4',
     'lightning-cloud==0.5.69',
     'lightning-utilities==0.11.2',
-    'llvm-openmp==18.1.5',
     'llvmlite==0.42.0',
     'loompy==3.0.6',
     'lz4-c==1.9.4',
@@ -600,11 +230,14 @@
     'more-itertools==10.2.0',
     'mpc==1.3.1',
     'mpfr==4.2.1',
+    'mpg123==1.32.6',
     'mpmath==1.3.0',
     'msgpack-python==1.0.8',
     'mudata==0.2.3',
     'multipledispatch==0.6.0',
     'munkres==1.1.4',
+    'mysql-common==8.3.0',
+    'mysql-libs==8.3.0',
     'natsort==8.4.0',
     'nbclient==0.10.0',
     'nbconvert-core==7.16.4',
@@ -614,6 +247,8 @@
     'networkx==3.2.1',
     'nomkl==1.0',
     'notebook-shim==0.2.4',
+    'nspr==4.35',
+    'nss==3.100',
     'numba==0.59.1',
     'numpy==1.23.1',
     'numpy_groupies==0.11.1',
@@ -633,13 +268,16 @@
     'pandocfilters==1.5.0',
     'parso==0.8.4',
     'patsy==0.5.6',
+    'pcre2==10.43',
     'pexpect==4.9.0',
     'pickleshare==0.7.5',
     'pillow==10.3.0',
     'pip==24.0',
+    'pixman==0.43.2',
     'pkginfo==1.10.0',
     'pkgutil-resolve-name==1.3.10',
     'platformdirs==4.2.2',
+    'ply==3.11',
     'poetry==1.8.3',
     'poetry-core==1.9.0',
     'poetry-plugin-export==1.8.0',
@@ -649,6 +287,7 @@
     'psutil==5.9.8',
     'pthread-stubs==0.4',
     'ptyprocess==0.7.0',
+    'pulseaudio-client==17.0',
     'pure_eval==0.2.2',
     'pybind11-abi==4',
     'pycparser==2.22',
@@ -657,10 +296,10 @@
     'pygments==2.18.0',
     'pyjwt==2.8.0',
     'pynndescent==0.5.12',
-    'pyobjc-core==10.2',
-    'pyobjc-framework-cocoa==10.2',
     'pyparsing==3.1.2',
     'pyproject_hooks==1.1.0',
+    'pyqt==5.15.9',
+    'pyqt5-sip==12.12.2',
     'pyro-api==0.1.2',
     'pyro-ppl==1.9.0',
     'pysocks==1.7.1',
@@ -679,6 +318,7 @@
     'pytz==2024.1',
     'pyyaml==6.0.1',
     'pyzmq==26.0.3',
+    'qt-main==5.15.8',
     'rapidfuzz==3.9.1',
     'rav1e==0.6.6',
     're2==2023.09.01',
@@ -699,10 +339,12 @@
     'scvi-tools==1.1.2',
     'seaborn==0.13.2',
     'seaborn-base==0.13.2',
+    'secretstorage==3.3.3',
     'send2trash==1.8.3',
     'session-info==1.0.0',
     'setuptools==70.0.0',
     'shellingham==1.5.4',
+    'sip==6.7.12',
     'six==1.16.0',
     'sleef==3.5.1',
     'snappy==1.2.0',
@@ -723,6 +365,7 @@
     'threadpoolctl==3.5.0',
     'tinycss2==1.3.0',
     'tk==8.6.13',
+    'toml==0.10.2',
     'tomli==2.0.1',
     'tomlkit==0.12.5',
     'toolz==0.12.1',
@@ -730,7 +373,7 @@
     'tornado==6.4',
     'tqdm==4.66.4',
     'traitlets==5.14.3',
-    'trove-classifiers==2024.5.17',
+    'trove-classifiers==2024.5.22',
     'typer==0.12.3',
     'typer-slim==0.12.3',
     'typer-slim-standard==0.12.3',
@@ -754,14 +397,300 @@
     'wheel==0.43.0',
     'widgetsnbextension==4.0.10',
     'xarray==2024.5.0',
-    'xattr==1.1.0',
+    'xcb-util==0.4.0',
+    'xcb-util-image==0.4.0',
+    'xcb-util-keysyms==0.4.0',
+    'xcb-util-renderutil==0.3.9',
+    'xcb-util-wm==0.4.1',
+    'xkeyboard-config==2.41',
     'xlrd==1.2.0',
+    'xorg-kbproto==1.0.7',
+    'xorg-libice==1.1.1',
+    'xorg-libsm==1.2.4',
+    'xorg-libx11==1.8.9',
     'xorg-libxau==1.0.11',
     'xorg-libxdmcp==1.1.3',
+    'xorg-libxext==1.3.4',
+    'xorg-libxrender==0.9.11',
+    'xorg-renderproto==0.11.1',
+    'xorg-xextproto==7.3.0',
+    'xorg-xf86vidmodeproto==2.3.1',
+    'xorg-xproto==7.0.31',
     'xz==5.2.6',
     'yaml==0.2.5',
     'zeromq==4.3.5',
     'zipp==3.17.0',
+    'zlib==1.2.13',
+    'zstd==1.5.6'
+  ),
+  "aarch64" = c(
+    'absl-py==2.1.0',
+    'anndata==0.10.7',
+    'annotated-types==0.7.0',
+    'anyio==4.3.0',
+    'aom==3.9.0',
+    'array-api-compat==1.6',
+    'arrow==1.3.0',
+    'beautifulsoup4==4.12.3',
+    'blessed==1.19.1',
+    'blosc==1.21.5',
+    'boto3==1.34.111',
+    'botocore==1.34.111',
+    'brotli==1.1.0',
+    'brotli-bin==1.1.0',
+    'brotli-python==1.1.0',
+    'bzip2==1.0.8',
+    'c-ares==1.28.1',
+    'ca-certificates==2024.2.2',
+    'cachecontrol==0.14.0',
+    'cachecontrol-with-filecache==0.14.0',
+    'cached-property==1.5.2',
+    'cached_property==1.5.2',
+    'certifi==2024.2.2',
+    'cffi==1.16.0',
+    'charset-normalizer==3.3.2',
+    'chex==0.1.86',
+    'cleo==2.1.0',
+    'click==8.1.7',
+    'colorama==0.4.6',
+    'contextlib2==21.6.0',
+    'contourpy==1.2.1',
+    'crashtest==0.4.1',
+    'croniter==1.3.15',
+    'cycler==0.12.1',
+    'dateutils==0.6.12',
+    'dav1d==1.2.1',
+    'deepdiff==7.0.1',
+    'distlib==0.3.8',
+    'dnspython==2.6.1',
+    'docrep==0.3.2',
+    'dulwich==0.21.7',
+    'email-validator==2.1.1',
+    'email_validator==2.1.1',
+    'et_xmlfile==1.1.0',
+    'etils==1.6.0',
+    'exceptiongroup==1.2.0',
+    'fastapi==0.111.0',
+    'fastapi-cli==0.0.4',
+    'filelock==3.14.0',
+    'flax==0.8.3',
+    'fonttools==4.51.0',
+    'freetype==2.12.1',
+    'fsspec==2023.12.2',
+    'get-annotations==0.1.2',
+    'gmp==6.3.0',
+    'gmpy2==2.1.5',
+    'h11==0.14.0',
+    'h2==4.1.0',
+    'h5py==3.11.0',
+    'hdf5==1.14.3',
+    'hpack==4.0.0',
+    'httpcore==1.0.5',
+    'httpx==0.27.0',
+    'hyperframe==6.0.1',
+    'icu==73.2',
+    'idna==3.7',
+    'importlib-metadata==7.1.0',
+    'importlib-resources==6.4.0',
+    'importlib_metadata==7.1.0',
+    'importlib_resources==6.4.0',
+    'inquirer==3.1.4',
+    'itsdangerous==2.2.0',
+    'jaraco.classes==3.4.0',
+    'jax==0.4.27',
+    'jaxlib==0.4.23',
+    'jinja2==3.1.4',
+    'jmespath==1.0.1',
+    'joblib==1.4.2',
+    'keyring==24.3.1',
+    'kiwisolver==1.4.5',
+    'krb5==1.21.2',
+    'lcms2==2.16',
+    'legacy-api-wrap==1.4',
+    'lerc==4.0.0',
+    'libabseil==20240116.2',
+    'libaec==1.1.3',
+    'libavif16==1.0.4',
+    'libblas==3.9.0',
+    'libbrotlicommon==1.1.0',
+    'libbrotlidec==1.1.0',
+    'libbrotlienc==1.1.0',
+    'libcblas==3.9.0',
+    'libcurl==8.8.0',
+    'libcxx==17.0.6',
+    'libdeflate==1.20',
+    'libedit==3.1.20191231',
+    'libev==4.33',
+    'libffi==3.4.2',
+    'libgfortran==5.0.0',
+    'libgfortran5==13.2.0',
+    'libgrpc==1.62.2',
+    'libhwloc==2.10.0',
+    'libiconv==1.17',
+    'libjpeg-turbo==3.0.0',
+    'liblapack==3.9.0',
+    'libllvm14==14.0.6',
+    'libnghttp2==1.58.0',
+    'libopenblas==0.3.27',
+    'libpng==1.6.43',
+    'libprotobuf==4.25.3',
+    'libre2-11==2023.09.01',
+    'libsqlite==3.45.3',
+    'libssh2==1.11.0',
+    'libtiff==4.6.0',
+    'libtorch==2.3.0',
+    'libuv==1.48.0',
+    'libwebp-base==1.4.0',
+    'libxcb==1.15',
+    'libxml2==2.12.7',
+    'libzlib==1.2.13',
+    'lightning==2.0.4',
+    'lightning-cloud==0.5.69',
+    'lightning-utilities==0.11.2',
+    'llvm-openmp==18.1.5',
+    'llvmlite==0.42.0',
+    'loompy==3.0.6',
+    'lz4-c==1.9.4',
+    'markdown-it-py==3.0.0',
+    'markupsafe==2.1.5',
+    'matplotlib-base==3.8.4',
+    'mdurl==0.1.2',
+    'ml-collections==0.1.1',
+    'ml_dtypes==0.4.0',
+    'more-itertools==10.2.0',
+    'mpc==1.3.1',
+    'mpfr==4.2.1',
+    'mpmath==1.3.0',
+    'msgpack-python==1.0.8',
+    'mudata==0.2.3',
+    'multipledispatch==0.6.0',
+    'munkres==1.1.4',
+    'natsort==8.4.0',
+    'ncurses==6.5',
+    'nest-asyncio==1.6.0',
+    'networkx==3.2.1',
+    'nomkl==1.0',
+    'numba==0.59.1',
+    'numpy==1.26.4',
+    'numpy_groupies==0.11.1',
+    'numpyro==0.15.0',
+    'openjpeg==2.5.2',
+    'openpyxl==3.1.2',
+    'openssl==3.3.0',
+    'opt-einsum==3.3.0',
+    'opt_einsum==3.3.0',
+    'optax==0.2.2',
+    'orbax-checkpoint==0.4.4',
+    'ordered-set==4.1.0',
+    'orjson==3.10.3',
+    'packaging==24.0',
+    'pandas==2.2.2',
+    'patsy==0.5.6',
+    'pexpect==4.9.0',
+    'pillow==10.3.0',
+    'pip==24.0',
+    'pkginfo==1.10.0',
+    'platformdirs==4.2.2',
+    'poetry==1.8.3',
+    'poetry-core==1.9.0',
+    'poetry-plugin-export==1.8.0',
+    'protobuf==4.25.3',
+    'psutil==5.9.8',
+    'pthread-stubs==0.4',
+    'ptyprocess==0.7.0',
+    'pybind11-abi==4',
+    'pycparser==2.22',
+    'pydantic==2.7.1',
+    'pydantic-core==2.18.2',
+    'pygments==2.18.0',
+    'pyjwt==2.8.0',
+    'pynndescent==0.5.12',
+    'pyparsing==3.1.2',
+    'pyproject_hooks==1.1.0',
+    'pyro-api==0.1.2',
+    'pyro-ppl==1.9.0',
+    'pysocks==1.7.1',
+    'python==3.9.12',
+    'python-build==1.2.1',
+    'python-dateutil==2.9.0',
+    'python-editor==1.0.4',
+    'python-fastjsonschema==2.19.1',
+    'python-installer==0.7.0',
+    'python-multipart==0.0.9',
+    'python-tzdata==2024.1',
+    'python_abi==3.9',
+    'pytorch==2.3.0',
+    'pytorch-lightning==2.2.2',
+    'pytz==2024.1',
+    'pyyaml==6.0.1',
+    'rapidfuzz==3.9.1',
+    'rav1e==0.6.6',
+    're2==2023.09.01',
+    'readchar==4.1.0',
+    'readline==8.2',
+    'requests==2.32.2',
+    'requests-toolbelt==1.0.0',
+    'rich==13.7.1',
+    's3transfer==0.10.1',
+    'scanpy==1.10.1',
+    'scikit-learn==1.1.3',
+    'scipy==1.13.0',
+    'scvelo==0.3.2',
+    'scvi-tools==1.1.2',
+    'seaborn==0.13.2',
+    'seaborn-base==0.13.2',
+    'session-info==1.0.0',
+    'setuptools==70.0.0',
+    'shellingham==1.5.4',
+    'six==1.16.0',
+    'sleef==3.5.1',
+    'snappy==1.2.0',
+    'sniffio==1.3.1',
+    'soupsieve==2.5',
+    'sparse==0.15.3',
+    'sqlite==3.45.3',
+    'starlette==0.37.2',
+    'starsessions==1.3.0',
+    'statsmodels==0.14.2',
+    'stdlib-list==0.10.0',
+    'svt-av1==2.1.0',
+    'sympy==1.12',
+    'tbb==2021.12.0',
+    'tensorstore==0.1.59',
+    'threadpoolctl==3.5.0',
+    'tk==8.6.13',
+    'tomli==2.0.1',
+    'tomlkit==0.12.5',
+    'toolz==0.12.1',
+    'torchmetrics==1.4.0.post0',
+    'tqdm==4.66.4',
+    'traitlets==5.14.3',
+    'trove-classifiers==2024.5.22',
+    'typer==0.12.3',
+    'typer-slim==0.12.3',
+    'typer-slim-standard==0.12.3',
+    'types-python-dateutil==2.9.0.20240316',
+    'typing-extensions==4.11.0',
+    'typing_extensions==4.11.0',
+    'tzdata==2024a',
+    'ujson==5.10.0',
+    'umap-learn==0.5.5',
+    'unicodedata2==15.1.0',
+    'urllib3==1.26.18',
+    'uvicorn==0.29.0',
+    'virtualenv==20.26.2',
+    'wcwidth==0.2.13',
+    'websocket-client==1.8.0',
+    'websockets==11.0.3',
+    'wheel==0.43.0',
+    'xarray==2024.5.0',
+    'xattr==1.1.0',
+    'xlrd==1.2.0',
+    'xorg-libxau==1.0.11',
+    'xorg-libxdmcp==1.1.3',
+    'xz==5.2.6',
+    'yaml==0.2.5',
+    'zipp==3.17.0',
     'zstd==1.5.6'
   )
 )
diff --git a/inst/envs/M1_20240522.txt b/inst/envs/M1_20240522.txt
index 292d62b..aebc55c 100644
--- a/inst/envs/M1_20240522.txt
+++ b/inst/envs/M1_20240522.txt
@@ -4,21 +4,13 @@ anndata                   0.10.7             pyhd8ed1ab_0    conda-forge
 annotated-types           0.7.0              pyhd8ed1ab_0    conda-forge
 anyio                     4.3.0              pyhd8ed1ab_0    conda-forge
 aom                       3.9.0                h537b5a7_0    conda-forge
-appnope                   0.1.4              pyhd8ed1ab_0    conda-forge
-argon2-cffi               23.1.0             pyhd8ed1ab_0    conda-forge
-argon2-cffi-bindings      21.2.0           py39h0f82c59_4    conda-forge
 array-api-compat          1.6                pyhd8ed1ab_0    conda-forge
 arrow                     1.3.0              pyhd8ed1ab_0    conda-forge
-asttokens                 2.4.1              pyhd8ed1ab_0    conda-forge
-async-lru                 2.0.4              pyhd8ed1ab_0    conda-forge
-attrs                     23.2.0             pyh71513ae_0    conda-forge
-babel                     2.14.0             pyhd8ed1ab_0    conda-forge
 beautifulsoup4            4.12.3             pyha770c72_0    conda-forge
-bleach                    6.1.0              pyhd8ed1ab_0    conda-forge
 blessed                   1.19.1             pyhe4f9e05_2    conda-forge
 blosc                     1.21.5               h9c252e8_1    conda-forge
-boto3                     1.34.109           pyhd8ed1ab_0    conda-forge
-botocore                  1.34.110        pyge38_1234567_0    conda-forge
+boto3                     1.34.111           pyhd8ed1ab_0    conda-forge
+botocore                  1.34.111        pyge38_1234567_0    conda-forge
 brotli                    1.1.0                hb547adb_1    conda-forge
 brotli-bin                1.1.0                hb547adb_1    conda-forge
 brotli-python             1.1.0            py39hb198ff7_1    conda-forge
@@ -32,11 +24,10 @@ cached_property           1.5.2              pyha770c72_1    conda-forge
 certifi                   2024.2.2           pyhd8ed1ab_0    conda-forge
 cffi                      1.16.0           py39he153c15_0    conda-forge
 charset-normalizer        3.3.2              pyhd8ed1ab_0    conda-forge
-chex                      0.1.83             pyhd8ed1ab_0    conda-forge
+chex                      0.1.86             pyhd8ed1ab_0    conda-forge
 cleo                      2.1.0              pyhd8ed1ab_0    conda-forge
 click                     8.1.7           unix_pyh707e725_0    conda-forge
 colorama                  0.4.6              pyhd8ed1ab_0    conda-forge
-comm                      0.2.2              pyhd8ed1ab_0    conda-forge
 contextlib2               21.6.0             pyhd8ed1ab_0    conda-forge
 contourpy                 1.2.1            py39h48c5dd5_0    conda-forge
 crashtest                 0.4.1              pyhd8ed1ab_0    conda-forge
@@ -44,28 +35,21 @@ croniter                  1.3.15             pyhd8ed1ab_0    conda-forge
 cycler                    0.12.1             pyhd8ed1ab_0    conda-forge
 dateutils                 0.6.12                     py_0    conda-forge
 dav1d                     1.2.1                hb547adb_0    conda-forge
-debugpy                   1.8.1            py39hf3050f2_0    conda-forge
-decorator                 5.1.1              pyhd8ed1ab_0    conda-forge
 deepdiff                  7.0.1              pyhd8ed1ab_0    conda-forge
-defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
 distlib                   0.3.8              pyhd8ed1ab_0    conda-forge
-dm-tree                   0.1.8            py39heca4154_4    conda-forge
 dnspython                 2.6.1              pyhd8ed1ab_1    conda-forge
 docrep                    0.3.2              pyh44b312d_0    conda-forge
 dulwich                   0.21.7           py39h17cfd9d_0    conda-forge
 email-validator           2.1.1              pyhd8ed1ab_0    conda-forge
 email_validator           2.1.1                hd8ed1ab_0    conda-forge
-entrypoints               0.4                pyhd8ed1ab_0    conda-forge
 et_xmlfile                1.1.0              pyhd8ed1ab_0    conda-forge
 etils                     1.6.0              pyhd8ed1ab_0    conda-forge
 exceptiongroup            1.2.0              pyhd8ed1ab_2    conda-forge
-executing                 2.0.1              pyhd8ed1ab_0    conda-forge
 fastapi                   0.111.0            pyhd8ed1ab_0    conda-forge
 fastapi-cli               0.0.4              pyhd8ed1ab_0    conda-forge
 filelock                  3.14.0             pyhd8ed1ab_0    conda-forge
 flax                      0.8.3              pyhd8ed1ab_0    conda-forge
 fonttools                 4.51.0           py39h17cfd9d_0    conda-forge
-fqdn                      1.5.1              pyhd8ed1ab_0    conda-forge
 freetype                  2.12.1               hadb7bae_2    conda-forge
 fsspec                    2023.12.2          pyhca7485f_0    conda-forge
 get-annotations           0.1.2              pyhd8ed1ab_0    conda-forge
@@ -86,33 +70,13 @@ importlib-resources       6.4.0              pyhd8ed1ab_0    conda-forge
 importlib_metadata        7.1.0                hd8ed1ab_0    conda-forge
 importlib_resources       6.4.0              pyhd8ed1ab_0    conda-forge
 inquirer                  3.1.4              pyhd8ed1ab_0    conda-forge
-ipykernel                 6.29.3             pyh3cd1d5f_0    conda-forge
-ipython                   8.18.1             pyh707e725_3    conda-forge
-ipywidgets                8.1.2              pyhd8ed1ab_1    conda-forge
-isoduration               20.11.0            pyhd8ed1ab_0    conda-forge
 itsdangerous              2.2.0              pyhd8ed1ab_0    conda-forge
 jaraco.classes            3.4.0              pyhd8ed1ab_1    conda-forge
 jax                       0.4.27             pyhd8ed1ab_0    conda-forge
 jaxlib                    0.4.23          cpu_py39hadd8958_2    conda-forge
-jedi                      0.19.1             pyhd8ed1ab_0    conda-forge
 jinja2                    3.1.4              pyhd8ed1ab_0    conda-forge
 jmespath                  1.0.1              pyhd8ed1ab_0    conda-forge
 joblib                    1.4.2              pyhd8ed1ab_0    conda-forge
-json5                     0.9.25             pyhd8ed1ab_0    conda-forge
-jsonpointer               2.4              py39h2804cbe_3    conda-forge
-jsonschema                4.22.0             pyhd8ed1ab_0    conda-forge
-jsonschema-specifications 2023.12.1          pyhd8ed1ab_0    conda-forge
-jsonschema-with-format-nongpl 4.22.0             pyhd8ed1ab_0    conda-forge
-jupyter-lsp               2.2.5              pyhd8ed1ab_0    conda-forge
-jupyter_client            8.6.1              pyhd8ed1ab_0    conda-forge
-jupyter_core              5.7.2            py39h2804cbe_0    conda-forge
-jupyter_events            0.10.0             pyhd8ed1ab_0    conda-forge
-jupyter_server            2.14.0             pyhd8ed1ab_0    conda-forge
-jupyter_server_terminals  0.5.3              pyhd8ed1ab_0    conda-forge
-jupyterlab                4.2.0              pyhd8ed1ab_1    conda-forge
-jupyterlab_pygments       0.3.0              pyhd8ed1ab_1    conda-forge
-jupyterlab_server         2.27.1             pyhd8ed1ab_0    conda-forge
-jupyterlab_widgets        3.0.10             pyhd8ed1ab_0    conda-forge
 keyring                   24.3.1           py39h2804cbe_0    conda-forge
 kiwisolver                1.4.5            py39hbd775c9_1    conda-forge
 krb5                      1.21.2               h92f50d5_0    conda-forge
@@ -146,7 +110,6 @@ libopenblas               0.3.27          openmp_h6c19121_0    conda-forge
 libpng                    1.6.43               h091b4b1_0    conda-forge
 libprotobuf               4.25.3               hbfab5d5_0    conda-forge
 libre2-11                 2023.09.01           h7b2c953_2    conda-forge
-libsodium                 1.0.18               h27ca646_1    conda-forge
 libsqlite                 3.45.3               h091b4b1_0    conda-forge
 libssh2                   1.11.0               h7a5bd25_0    conda-forge
 libtiff                   4.6.0                h07db509_3    conda-forge
@@ -165,11 +128,8 @@ loompy                    3.0.6                      py_0    conda-forge
 lz4-c                     1.9.4                hb7217d7_0    conda-forge
 markdown-it-py            3.0.0              pyhd8ed1ab_0    conda-forge
 markupsafe                2.1.5            py39h17cfd9d_0    conda-forge
-matplotlib                3.7.3            py39hdf13c20_0    conda-forge
-matplotlib-base           3.7.3            py39h6685e7c_0    conda-forge
-matplotlib-inline         0.1.7              pyhd8ed1ab_0    conda-forge
+matplotlib-base           3.8.4            py39h15359f4_2    conda-forge
 mdurl                     0.1.2              pyhd8ed1ab_0    conda-forge
-mistune                   3.0.2              pyhd8ed1ab_0    conda-forge
 ml-collections            0.1.1              pyhd8ed1ab_0    conda-forge
 ml_dtypes                 0.4.0            py39h998126f_1    conda-forge
 more-itertools            10.2.0             pyhd8ed1ab_0    conda-forge
@@ -181,50 +141,38 @@ mudata                    0.2.3              pyhd8ed1ab_0    conda-forge
 multipledispatch          0.6.0                      py_0    conda-forge
 munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
 natsort                   8.4.0              pyhd8ed1ab_0    conda-forge
-nbclient                  0.10.0             pyhd8ed1ab_0    conda-forge
-nbconvert-core            7.16.4             pyhd8ed1ab_0    conda-forge
-nbformat                  5.10.4             pyhd8ed1ab_0    conda-forge
 ncurses                   6.5                  hb89a1cb_0    conda-forge
 nest-asyncio              1.6.0              pyhd8ed1ab_0    conda-forge
 networkx                  3.2.1              pyhd8ed1ab_0    conda-forge
 nomkl                     1.0                  h5ca1d4c_0    conda-forge
-notebook-shim             0.2.4              pyhd8ed1ab_0    conda-forge
 numba                     0.59.1           py39h278f47c_0    conda-forge
-numpy                     1.23.1           py39h7df2422_0    conda-forge
+numpy                     1.26.4           py39h7aa2656_0    conda-forge
 numpy_groupies            0.11.1             pyhd8ed1ab_0    conda-forge
 numpyro                   0.15.0             pyhd8ed1ab_0    conda-forge
 openjpeg                  2.5.2                h9f1df11_0    conda-forge
 openpyxl                  3.1.2            py39h0f82c59_0    conda-forge
-openssl                   3.3.0                hfb2fe0b_2    conda-forge
+openssl                   3.3.0                hfb2fe0b_3    conda-forge
 opt-einsum                3.3.0                hd8ed1ab_2    conda-forge
 opt_einsum                3.3.0              pyhc1e730c_2    conda-forge
 optax                     0.2.2              pyhd8ed1ab_0    conda-forge
 orbax-checkpoint          0.4.4              pyhd8ed1ab_0    conda-forge
 ordered-set               4.1.0              pyhd8ed1ab_0    conda-forge
 orjson                    3.10.3           py39h0019b8a_0    conda-forge
-overrides                 7.7.0              pyhd8ed1ab_0    conda-forge
 packaging                 24.0               pyhd8ed1ab_0    conda-forge
 pandas                    2.2.2            py39h998126f_1    conda-forge
-pandocfilters             1.5.0              pyhd8ed1ab_0    conda-forge
-parso                     0.8.4              pyhd8ed1ab_0    conda-forge
 patsy                     0.5.6              pyhd8ed1ab_0    conda-forge
 pexpect                   4.9.0              pyhd8ed1ab_0    conda-forge
-pickleshare               0.7.5                   py_1003    conda-forge
 pillow                    10.3.0           py39h3352c98_0    conda-forge
 pip                       24.0               pyhd8ed1ab_0    conda-forge
 pkginfo                   1.10.0             pyhd8ed1ab_0    conda-forge
-pkgutil-resolve-name      1.3.10             pyhd8ed1ab_1    conda-forge
 platformdirs              4.2.2              pyhd8ed1ab_0    conda-forge
 poetry                    1.8.3           osx_pyh534df25_1    conda-forge
 poetry-core               1.9.0              pyhd8ed1ab_0    conda-forge
 poetry-plugin-export      1.8.0              pyhd8ed1ab_0    conda-forge
-prometheus_client         0.20.0             pyhd8ed1ab_0    conda-forge
-prompt-toolkit            3.0.42             pyha770c72_0    conda-forge
 protobuf                  4.25.3           py39heca4154_0    conda-forge
 psutil                    5.9.8            py39h17cfd9d_0    conda-forge
 pthread-stubs             0.4               h27ca646_1001    conda-forge
 ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
-pure_eval                 0.2.2              pyhd8ed1ab_0    conda-forge
 pybind11-abi              4                    hd8ed1ab_3    conda-forge
 pycparser                 2.22               pyhd8ed1ab_0    conda-forge
 pydantic                  2.7.1              pyhd8ed1ab_0    conda-forge
@@ -232,8 +180,6 @@ pydantic-core             2.18.2           py39h8081647_0    conda-forge
 pygments                  2.18.0             pyhd8ed1ab_0    conda-forge
 pyjwt                     2.8.0              pyhd8ed1ab_1    conda-forge
 pynndescent               0.5.12             pyhca7485f_0    conda-forge
-pyobjc-core               10.2             py39hb167abd_0    conda-forge
-pyobjc-framework-cocoa    10.2             py39hb167abd_0    conda-forge
 pyparsing                 3.1.2              pyhd8ed1ab_0    conda-forge
 pyproject_hooks           1.1.0              pyhd8ed1ab_0    conda-forge
 pyro-api                  0.1.2              pyhd8ed1ab_0    conda-forge
@@ -242,10 +188,9 @@ pysocks                   1.7.1              pyha2e5f31_6    conda-forge
 python                    3.9.12          h14b404e_1_cpython    conda-forge
 python-build              1.2.1              pyhd8ed1ab_0    conda-forge
 python-dateutil           2.9.0              pyhd8ed1ab_0    conda-forge
-python-editor             1.0.4                      py_0    conda-forge
+python-editor             1.0.4              pyhd8ed1ab_1    conda-forge
 python-fastjsonschema     2.19.1             pyhd8ed1ab_0    conda-forge
 python-installer          0.7.0              pyhd8ed1ab_0    conda-forge
-python-json-logger        2.0.7              pyhd8ed1ab_0    conda-forge
 python-multipart          0.0.9              pyhd8ed1ab_0    conda-forge
 python-tzdata             2024.1             pyhd8ed1ab_0    conda-forge
 python_abi                3.9                      4_cp39    conda-forge
@@ -253,28 +198,22 @@ pytorch                   2.3.0           cpu_generic_py39h21ffa4f_0    conda-fo
 pytorch-lightning         2.2.2              pyhd8ed1ab_0    conda-forge
 pytz                      2024.1             pyhd8ed1ab_0    conda-forge
 pyyaml                    6.0.1            py39h0f82c59_1    conda-forge
-pyzmq                     26.0.3           py39he7f0319_0    conda-forge
 rapidfuzz                 3.9.1            py39hbf7db11_0    conda-forge
 rav1e                     0.6.6                h69fbcac_2    conda-forge
 re2                       2023.09.01           h4cba328_2    conda-forge
 readchar                  4.1.0              pyhd8ed1ab_0    conda-forge
 readline                  8.2                  h92ec313_1    conda-forge
-referencing               0.35.1             pyhd8ed1ab_0    conda-forge
 requests                  2.32.2             pyhd8ed1ab_0    conda-forge
 requests-toolbelt         1.0.0              pyhd8ed1ab_0    conda-forge
-rfc3339-validator         0.1.4              pyhd8ed1ab_0    conda-forge
-rfc3986-validator         0.1.1              pyh9f0ad1d_0    conda-forge
 rich                      13.7.1             pyhd8ed1ab_0    conda-forge
-rpds-py                   0.18.1           py39h0019b8a_0    conda-forge
 s3transfer                0.10.1             pyhd8ed1ab_0    conda-forge
 scanpy                    1.10.1             pyhd8ed1ab_0    conda-forge
-scikit-learn              1.5.0            py39h3c33c8b_0    conda-forge
+scikit-learn              1.1.3            py39h57c6424_1    conda-forge
 scipy                     1.13.0           py39h3d5391c_1    conda-forge
-scvelo                    0.2.5              pyhd8ed1ab_0    conda-forge
+scvelo                    0.3.2              pyhd8ed1ab_1    conda-forge
 scvi-tools                1.1.2              pyhd8ed1ab_0    conda-forge
 seaborn                   0.13.2               hd8ed1ab_2    conda-forge
 seaborn-base              0.13.2             pyhd8ed1ab_2    conda-forge
-send2trash                1.8.3              pyh31c8845_0    conda-forge
 session-info              1.0.0              pyhd8ed1ab_0    conda-forge
 setuptools                70.0.0             pyhd8ed1ab_0    conda-forge
 shellingham               1.5.4              pyhd8ed1ab_0    conda-forge
@@ -285,7 +224,6 @@ sniffio                   1.3.1              pyhd8ed1ab_0    conda-forge
 soupsieve                 2.5                pyhd8ed1ab_1    conda-forge
 sparse                    0.15.3             pyhd8ed1ab_0    conda-forge
 sqlite                    3.45.3               hf2abe2d_0    conda-forge
-stack_data                0.6.2              pyhd8ed1ab_0    conda-forge
 starlette                 0.37.2             pyhd8ed1ab_0    conda-forge
 starsessions              1.3.0              pyhd8ed1ab_0    conda-forge
 statsmodels               0.14.2           py39h161d348_0    conda-forge
@@ -294,40 +232,32 @@ svt-av1                   2.1.0                h7bae524_0    conda-forge
 sympy                     1.12            pypyh9d50eac_103    conda-forge
 tbb                       2021.12.0            h420ef59_1    conda-forge
 tensorstore               0.1.59           py39hffa23a6_0    conda-forge
-terminado                 0.18.1             pyh31c8845_0    conda-forge
 threadpoolctl             3.5.0              pyhc1e730c_0    conda-forge
-tinycss2                  1.3.0              pyhd8ed1ab_0    conda-forge
 tk                        8.6.13               h5083fa2_1    conda-forge
 tomli                     2.0.1              pyhd8ed1ab_0    conda-forge
 tomlkit                   0.12.5             pyha770c72_0    conda-forge
 toolz                     0.12.1             pyhd8ed1ab_0    conda-forge
 torchmetrics              1.4.0.post0        pyhd8ed1ab_0    conda-forge
-tornado                   6.4              py39h17cfd9d_0    conda-forge
 tqdm                      4.66.4             pyhd8ed1ab_0    conda-forge
 traitlets                 5.14.3             pyhd8ed1ab_0    conda-forge
-trove-classifiers         2024.5.17          pyhd8ed1ab_0    conda-forge
+trove-classifiers         2024.5.22          pyhd8ed1ab_0    conda-forge
 typer                     0.12.3             pyhd8ed1ab_0    conda-forge
 typer-slim                0.12.3             pyhd8ed1ab_0    conda-forge
 typer-slim-standard       0.12.3               hd8ed1ab_0    conda-forge
 types-python-dateutil     2.9.0.20240316     pyhd8ed1ab_0    conda-forge
 typing-extensions         4.11.0               hd8ed1ab_0    conda-forge
 typing_extensions         4.11.0             pyha770c72_0    conda-forge
-typing_utils              0.1.0              pyhd8ed1ab_0    conda-forge
 tzdata                    2024a                h0c530f3_0    conda-forge
 ujson                     5.10.0           py39hbf7db11_0    conda-forge
 umap-learn                0.5.5            py39h2804cbe_1    conda-forge
 unicodedata2              15.1.0           py39h0f82c59_0    conda-forge
-uri-template              1.3.0              pyhd8ed1ab_0    conda-forge
 urllib3                   1.26.18            pyhd8ed1ab_0    conda-forge
 uvicorn                   0.29.0           py39h2804cbe_0    conda-forge
 virtualenv                20.26.2            pyhd8ed1ab_0    conda-forge
 wcwidth                   0.2.13             pyhd8ed1ab_0    conda-forge
-webcolors                 1.13               pyhd8ed1ab_0    conda-forge
-webencodings              0.5.1              pyhd8ed1ab_2    conda-forge
 websocket-client          1.8.0              pyhd8ed1ab_0    conda-forge
 websockets                11.0.3           py39h0f82c59_1    conda-forge
 wheel                     0.43.0             pyhd8ed1ab_1    conda-forge
-widgetsnbextension        4.0.10             pyhd8ed1ab_0    conda-forge
 xarray                    2024.5.0           pyhd8ed1ab_0    conda-forge
 xattr                     1.1.0            py39h17cfd9d_0    conda-forge
 xlrd                      1.2.0              pyh9f0ad1d_1    conda-forge
@@ -335,6 +265,5 @@ xorg-libxau               1.0.11               hb547adb_0    conda-forge
 xorg-libxdmcp             1.1.3                h27ca646_0    conda-forge
 xz                        5.2.6                h57fd34a_0    conda-forge
 yaml                      0.2.5                h3422bc3_2    conda-forge
-zeromq                    4.3.5                hcc0f68c_4    conda-forge
 zipp                      3.17.0             pyhd8ed1ab_0    conda-forge
-zstd                      1.5.6                hb46c0d2_0    conda-forge
\ No newline at end of file
+zstd                      1.5.6                hb46c0d2_0    conda-forge
diff --git a/inst/envs/format_scvelo_deps.R b/inst/envs/format_scvelo_deps.R
index c34c868..f28df4d 100644
--- a/inst/envs/format_scvelo_deps.R
+++ b/inst/envs/format_scvelo_deps.R
@@ -1,7 +1,7 @@
 library(dplyr)
 library(tidyr)
 
-pkg_info <- read.table("Linux_20240523.txt")
+pkg_info <- read.table("M1_20240522.txt")
 pkg_specs <- pkg_info %>%
     as_tibble() %>%
     unite("spec", V1, V2, sep = "==") %>%