Creative Essay scoring microservice to score articles from https://github.com/Dash-Off Use the blackboard architecture pattern to build a creative essay scorer powered by PrithivirajDamodaran/Gramformer. Contains grammar checker, vocabulary analyzer & relevance analyzer to score the creatives based on the challenges.
Install grammar checker:
pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu pip install -U git+https://github.com/PrithivirajDamodaran/Gramformer.git python3 -m spacy download en_core_web_sm
Install Vocabulary Analyzer:
pip install nltk spacy textstat
Install Relevance analyzer
pip install rake-nltk pip install scikit-learn