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Kartik Shukla's Projects

bilayer-n-grams icon bilayer-n-grams

Automated sentence generator for the English language, written in Python, based on sequential word prediction using the n-grams language model. Utilizes two layers of probabilistic information, one from word sequences and the other from part-of-speech tags.

recommendation-engine icon recommendation-engine

Personalised movie scoring and recommendation engine based on user’s previous movie ratings, written in Python. Utilizes a collaborative filtering approach modelled on the low rank matrix factorisation method.

text-compressor icon text-compressor

Lossless data compression and decompression utility for ASCII text files, written in C++. Employs Huffman encoding to achieve about 50% compression on text files.

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