Machine learning, in numpy

Python implementation of Gale and Sampson's (1995/2001) "Simple Good Turing" algorithm.

Ngrams with Basic Smoothings

Ngrams with Basic Smoothings

Ngrams with Basic Smoothings

Ngrams with Basic Smoothings

Assigmnents of CL

Course Repository for ELL881 (Special Topics:Modern Natural Language Processing), 6th Semester, 2023, IITD

Statistical language model of Turkish utilizing ngrams of Turkish syllables with Good Turing smoothing implementation.

Ngrams with basic smoothing.

Ngrams with Basic Smoothings

N-gram Language Model

Text Prediction algorithm and app built for the Capstone Project of the Coursera: John Hopkins Data Science Certification. Utilizes a quadri-gram model with Kneser-Ney smoothing and Good Turning Frequency Estimation.

Implemented a tokenizer class , some language models techniques and based on those models generating next words.

NGram with basic smoothing

Assignment for Computational Linguistics' course - Tilburg University