feat(evaluator): Add Evaluation Script for algorithms

[hastagAB]

Description

Script to evaluate the algorithms for Atarashi. Evaluation is based on two factors:

1. Time
2. Accuracy

To test

• DLD agent

python evaluator.py -a DLD

• wordFrequencySimilarity agent

  python evaluator.py -a wordFrequencySimilarity

• tfidf agent

  python evaluator.py -a tfidf

  • with Cosine similarity

python evaluator.py -a tfidf -s CosineSim

• Score similarity

  python evaluator.py -a tfidf -s ScoreSim

• Ngram agent

  python evaluator.py -a Ngram

• With Cosine similarity

  python evaluator.py -a Ngram -s CosineSim

• With Dice similarity

  python evaluator.py -a Ngram -s DiceSim

• With Bigram Cosine similarity

  python evaluator.py -a Ngram -s BigramCosineSim

[amanjain97]

1. How much time it takes to test all the files ?
2. Can you share the test results.
3. I can see some colored outputs are there. Can you share the screenshot of the output. Some of the contributors may have different theme of their shell.
4. Don't force push.

[amanjain97]

@hastagAB Please merge this.