Creating environment and kernel for sentence_transformers

ENV.YML File


name: sentence_transformers
channels:
    - conda-forge
dependencies:
    - python=3.9
    - pip
    - pandas
    - openpyxl
    - ipykernel
    - jupyter
    - tensorflow
    
    - pip:
    - sentence-transformers


Installation Logs

(base) C:\Users\Ashish Jain\OneDrive\Desktop\jupyter\sentence_encoding_transformers>conda env create -f env.yml
Collecting package metadata (repodata.json): done
Solving environment: done


==> WARNING: A newer version of conda exists. <==
  current version: 4.11.0
  latest version: 4.13.0

Please update conda by running

    $ conda update -n base conda



Downloading and Extracting Packages
qt-main-5.15.2       | 67.6 MB   | #### | 100%
nltk-3.6.7           | 1.1 MB    | #### | 100%
gst-plugins-base-1.1 | 2.2 MB    | #### | 100%
pip-22.1.2           | 1.5 MB    | #### | 100%
libclang-13.0.1      | 23.7 MB   | #### | 100%
gstreamer-1.18.5     | 2.1 MB    | #### | 100%
lz4-c-1.9.3          | 135 KB    | #### | 100%
toml-0.10.2          | 18 KB     | #### | 100%
pyqt-5.15.4          | 4.7 MB    | #### | 100%
libogg-1.3.4         | 34 KB     | #### | 100%
sip-6.5.1            | 417 KB    | #### | 100%
pcre-8.45            | 518 KB    | #### | 100%
zstd-1.5.2           | 1008 KB   | #### | 100%
gettext-0.19.8.1     | 4.9 MB    | #### | 100%
pyqt5-sip-12.9.0     | 72 KB     | #### | 100%
sentence-transformer | 82 KB     | #### | 100%
libglib-2.70.2       | 3.1 MB    | #### | 100%
libvorbis-1.3.7      | 267 KB    | #### | 100%
Preparing transaction: done
Verifying transaction: done
Executing transaction: / Enabling notebook extension jupyter-js-widgets/extension...
      - Validating: ok

done
#
# To activate this environment, use
#
#     $ conda activate sentence_transformers
#
# To deactivate an active environment, use
#
#     $ conda deactivate


(base) C:\Users\Ashish Jain\OneDrive\Desktop\jupyter\sentence_encoding_transformers>conda activate sentence_transformers

(sentence_transformers) C:\Users\Ashish Jain\OneDrive\Desktop\jupyter\sentence_encoding_transformers>python -m ipykernel install --user --name sentence_transformers
Installed kernelspec sentence_transformers in C:\Users\Ashish Jain\AppData\Roaming\jupyter\kernels\sentence_transformers

(sentence_transformers) C:\Users\Ashish Jain\OneDrive\Desktop\jupyter\sentence_encoding_transformers>

Tags: Machine Learning, Natural Language Processing, Python, Technology