diff --git a/environment.yml b/environment.yml
index 536149bc..e29efd48 100644
--- a/environment.yml
+++ b/environment.yml
@@ -1,165 +1,163 @@
 name: rapids
 channels:
   - conda-forge
-  - defaults
 dependencies:
-  - _libgcc_mutex=0.1
-  - _openmp_mutex=4.5
-  - _py-xgboost-mutex=2.0
-  - appdirs=1.4.4
-  - arrow=0.16.0
-  - asn1crypto=1.4.0
-  - astropy=4.2.1
-  - attrs=20.3.0
-  - binaryornot=0.4.4
-  - blas=1.0
-  - brotlipy=0.7.0
-  - bzip2=1.0.8
-  - ca-certificates=2021.7.5
-  - certifi=2021.5.30
-  - cffi=1.14.4
-  - chardet=3.0.4
-  - click=7.1.2
-  - colorama=0.4.4
-  - cookiecutter=1.6.0
-  - cryptography=3.3.1
-  - datrie=0.8.2
-  - docutils=0.16
-  - future=0.18.2
-  - gitdb=4.0.5
-  - gitdb2=4.0.2
-  - gitpython=3.1.11
-  - idna=2.10
-  - imbalanced-learn=0.6.2
-  - importlib-metadata=2.0.0
-  - importlib_metadata=2.0.0
-  - intel-openmp=2019.4
-  - jinja2=2.11.2
-  - jinja2-time=0.2.0
-  - joblib=1.0.0
-  - jsonschema=3.2.0
-  - ld_impl_linux-64=2.36.1
-  - libblas=3.8.0
-  - libcblas=3.8.0
-  - libcxx=10.0.0
-  - libcxxabi=10.0.0
-  - libedit=3.1.20191231
-  - libffi=3.3
-  - libgcc-ng=11.2.0
+  - _libgcc_mutex
+  - _openmp_mutex
+  - _py-xgboost-mutex
+  - appdirs
+  - arrow
+  - asn1crypto
+  - astropy
+  - attrs
+  - binaryornot
+  - blas
+  - brotlipy
+  - bzip2
+  - ca-certificates
+  - certifi
+  - cffi
+  - chardet
+  - click
+  - colorama
+  - cookiecutter
+  - cryptography
+  - datrie
+  - docutils
+  - future
+  - gitdb
+  - gitdb2
+  - gitpython
+  - idna
+  - imbalanced-learn
+  - importlib-metadata
+  - importlib_metadata
+  - intel-openmp
+  - jinja2
+  - jinja2-time
+  - joblib
+  - jsonschema
+  - ld_impl_linux-64
+  - libblas
+  - libcblas
+  - libcxx
+  - libcxxabi
+  - libedit
+  - libffi
+  - libgcc-ng
   - libgfortran
   - libgfortran
   - libgfortran
-  - liblapack=3.8.0
-  - libopenblas=0.3.10
-  - libstdcxx-ng=11.2.0
-  - libxgboost=0.90
-  - libzlib=1.2.11
-  - lightgbm=3.1.1
-  - llvm-openmp=10.0.0
-  - markupsafe=1.1.1
+  - liblapack
+  - libopenblas
+  - libstdcxx-ng
+  - libxgboost
+  - libzlib
+  - lightgbm
+  - llvm-openmp
+  - markupsafe
   - mkl
-  - mkl-service=2.3.0
-  - mkl_fft=1.2.0
-  - mkl_random=1.1.1
-  - more-itertools=8.6.0
-  - ncurses=6.2
-  - numpy=1.19.2
-  - numpy-base=1.19.2
-  - openblas=0.3.4
-  - openssl=1.1.1k
-  - pandas=1.1.5
-  - pbr=5.5.1
-  - pip=20.3.3
-  - plotly=4.14.1
-  - poyo=0.5.0
-  - psutil=5.7.2
-  - py-xgboost=0.90
-  - pycparser=2.20
-  - pyerfa=1.7.1.1
-  - pyopenssl=20.0.1
-  - pysocks=1.7.1
-  - python=3.7.9
-  - python-dateutil=2.8.1
-  - python_abi=3.7
-  - pytz=2020.4
-  - pyyaml=5.3.1
-  - readline=8.0
-  - requests=2.25.0
-  - retrying=1.3.3
-  - setuptools=51.0.0
-  - six=1.15.0
-  - smmap=3.0.4
-  - smmap2=3.0.1
-  - sqlite=3.33.0
-  - threadpoolctl=2.1.0
-  - tk=8.6.10
-  - tqdm=4.62.0
-  - urllib3=1.25.11
-  - wheel=0.36.2
-  - whichcraft=0.6.1
-  - wrapt=1.12.1
-  - xgboost=0.90
-  - xz=5.2.5
-  - yaml=0.2.5
-  - zipp=3.4.0
-  - zlib=1.2.11
+  - mkl-service
+  - mkl_fft
+  - mkl_random
+  - more-itertools
+  - ncurses
+  - numpy
+  - numpy-base
+  - openblas
+  - opensslk
+  - pandas
+  - pbr
+  - pip
+  - plotly
+  - poyo
+  - psutil
+  - py-xgboost
+  - pycparser
+  - pyerfa
+  - pyopenssl
+  - pysocks
+  - python
+  - python-dateutil
+  - python_abi
+  - pytz
+  - pyyaml
+  - readline
+  - requests
+  - retrying
+  - setuptools
+  - six
+  - smmap
+  - smmap2
+  - sqlite
+  - threadpoolctl
+  - tk
+  - tqdm
+  - urllib3
+  - wheel
+  - whichcraft
+  - wrapt
+  - xgboost
+  - xz
+  - yaml
+  - zipp
+  - zlib
   - pip:
-    - amply==0.1.4
-    - auto-sklearn==0.14.7
-    - bidict==0.22.0
-    - biosppy==0.8.0
-    - build==0.8.0
-    - cached-property==1.5.2
-    - cloudpickle==2.2.0
-    - configargparse==0.15.1
-    - configspace==0.4.21
-    - cr-features==0.2.1
-    - cycler==0.11.0
-    - cython==0.29.32
-    - dask==2022.2.0
-    - decorator==4.4.2
-    - distributed==2022.2.0
-    - distro==1.7.0
-    - emcee==3.1.2
-    - fonttools==4.33.2
-    - fsspec==2022.8.2
-    - h5py==3.6.0
-    - heapdict==1.0.1
-    - hmmlearn==0.2.7
-    - ipython-genutils==0.2.0
-    - jupyter-core==4.6.3
-    - kiwisolver==1.4.2
-    - liac-arff==2.5.0
-    - locket==1.0.0
-    - matplotlib==3.5.1
-    - msgpack==1.0.4
-    - nbformat==5.0.7
-    - opencv-python==4.5.5.64
-    - packaging==21.3
-    - partd==1.3.0
-    - peakutils==1.3.3
-    - pep517==0.13.0
-    - pillow==9.1.0
-    - pulp==2.4
-    - pynisher==0.6.4
-    - pyparsing==2.4.7
-    - pyrfr==0.8.3
-    - pyrsistent==0.15.5
-    - pywavelets==1.3.0
-    - ratelimiter==1.2.0.post0
-    - scikit-learn==0.24.2
-    - scipy==1.7.3
-    - seaborn==0.11.2
-    - shortuuid==1.0.8
-    - smac==1.2
-    - snakemake==5.30.2
-    - sortedcontainers==2.4.0
-    - tblib==1.7.0
-    - tomli==2.0.1
-    - toolz==0.12.0
-    - toposort==1.5
-    - tornado==6.2
-    - traitlets==4.3.3
-    - typing-extensions==4.2.0
-    - zict==2.2.0
-prefix: /opt/conda/envs/rapids
+    - amply
+    - auto-sklearn
+    - bidict
+    - biosppy
+    - build
+    - cached-property
+    - cloudpickle
+    - configargparse
+    - configspace
+    - cr-features
+    - cycler
+    - cython
+    - dask
+    - decorator
+    - distributed
+    - distro
+    - emcee
+    - fonttools
+    - fsspec
+    - h5py
+    - heapdict
+    - hmmlearn
+    - ipython-genutils
+    - jupyter-core
+    - kiwisolver
+    - liac-arff
+    - locket
+    - matplotlib
+    - msgpack
+    - nbformat
+    - opencv-python
+    - packaging
+    - partd
+    - peakutils
+    - pep517
+    - pillow
+    - pulp
+    - pynisher
+    - pyparsing
+    - pyrfr
+    - pyrsistent
+    - pywavelets
+    - ratelimiterpost0
+    - scikit-learn
+    - scipy
+    - seaborn
+    - shortuuid
+    - smac
+    - snakemake
+    - sortedcontainers
+    - tblib
+    - tomli
+    - toolz
+    - toposort
+    - tornado
+    - traitlets
+    - typing-extensions
+    - zict