environment.yml

name: lady
channels:
  - conda-forge
  - pytorch
  - nvidia
  - anaconda
  - defaults
dependencies:
  - pip
  - python=3.8
  - pandas==1.4.4
  - seaborn
  - spacy==3.7.2
    #spacy-transformers
    #python -m spacy download en_core_web_trf
    #python -m spacy download en_core_web_sm
  - tqdm
  - transformers==4.26.1 #needed if augmentation via backtranslation
  - pytorch==1.13.1
  - pytorch-cuda=11.8 # the conda channel has issue, so pip3 install torch  --index-url https://download.pytorch.org/whl/cu118
  - scikit-learn>=1.0.0
  - gensim==4.*
  - nltk==3.7
  - pampy==0.3.0
  - returns==0.22.0
  - more-itertools==10.1.0
#  - matplotlib
  - pip:
      - sentence-transformers       #for semantic similarity of backtranslated review with its original review
      - simalign==0.3               #for aligning words of backtranslated review to the original review
      - rouge                       #for evaluating backtranlated reviews vs. original review
      - bitermplus==0.6.10          #install it if you want to use btm model in the aspect modeling layer
      - contextualized_topic_models #install it if you want to use ctm model in the aspect modeling layer
      - natsort
      - pytrec-eval-terrier

#      - octis #use Fani's Lab! fork at https://github.com/fani-lab/OCTIS followed by "cd src/octis/; python setup.py install"