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good-turing-smoothing

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ddbourgin /numpy-ml

Machine learning, in numpy

machine-learning reinforcement-learning word2vec lstm neural-networks gaussian-mixture-models vae topic-modeling attention resnet bayesian-inference wavenet mfcc knn gaussian-processes hidden-markov-models gradient-boosting wgan-gp good-turing-smoothing

UpdatedOct 29, 2023
Python

maxbane /simplegoodturing

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

statistics good-turing good-turing-smoothing unseen

UpdatedFeb 1, 2019
Python

StarlangSoftware /NGram-Py

Ngrams with Basic Smoothings

ngram ngram-language-model laplace-smoothing good-turing-smoothing smoothing-methods

UpdatedFeb 15, 2025
Python

StarlangSoftware /NGram-CPP

Ngrams with Basic Smoothings

ngram ngram-language-model laplace-smoothing interpolated-knesser-ney good-turing-smoothing smoothing-methods

UpdatedJan 26, 2025
C++

StarlangSoftware /NGram-CS

Ngrams with Basic Smoothings

ngram ngram-language-model laplace-smoothing good-turing-smoothing smoothing-methods

UpdatedFeb 9, 2025
C#

StarlangSoftware /NGram

Ngrams with Basic Smoothings

ngram ngram-language-model laplace-smoothing good-turing-smoothing smoothing-methods

UpdatedJul 5, 2025
Java

ChinmayMittal /ELL881

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

nlp ner bert kneser-ney-smoothing lstms good-turing-smoothing smoothing-methods

UpdatedJan 3, 2024
Jupyter Notebook

AslanDevbrat /Computational-Linguistic

Assigmnents of CL

nlp python3 trigrams bigrams language-model zipfs-law good-turing-smoothing

UpdatedOct 3, 2021
Jupyter Notebook

oqadiSAK /ngram-language-model

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

nlp markov-chain ngrams language-model good-turing-smoothing markov-assumption turkish-language-processing

UpdatedDec 11, 2023
Python

Raina-Xin /KnowSum

Code for Evaluating the Unseen Capabilities: How Many Theorems Do LLMs Know?

knowledge good-turing-smoothing llm-evaluation

UpdatedOct 19, 2025
Jupyter Notebook

StarlangSoftware /NGram-Js

Ngrams with basic smoothing.

ngram ngram-language-model laplace-smoothing good-turing-smoothing smoothing-methods

UpdatedFeb 15, 2025
TypeScript

StarlangSoftware /NGram-Cy

Ngrams with Basic Smoothings

ngram ngram-language-model laplace-smoothing good-turing-smoothing smoothing-methods

UpdatedApr 1, 2025
Cython

apriljkissinger /DS_Capstone_Coursera

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.

nlp r nlp-machine-learning kneser-ney-smoothing good-turing-smoothing

UpdatedJul 27, 2021
HTML

ebylmz /turkish-ngram-model

📖 N-Gram language model for Turkish

nlp ngram-language-model perplexity good-turing-smoothing turkish-nlp

UpdatedJun 25, 2025
Jupyter Notebook

mayankmittal29 /SmoothLM---N-gram_Language_Modeling_with_Smoothing

An implementation of n-gram language models with various smoothing techniques for natural text generation and analysis with tokenization and perplexity calculations

python3 matplotlib linear-interpolation word-generation laplace-smoothing good-turing-smoothing smoothing-methods n-gram-language-models perplexity-metric

UpdatedFeb 26, 2025
Python

MallaSailesh /LanguageModelling-And-Tokenization

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

generator linear-interpolation good-turing-smoothing tokenizer-nlp

UpdatedFeb 3, 2024
Python

MarcosWendell /word_prediction_in_corpus

Assignment for Computational Linguistics' course - Tilburg University

nlp language-model good-turing-smoothing katz-similarity

UpdatedMar 22, 2020
Jupyter Notebook

DrFarouk /word-frequency-estimation

A coursework-style project from my MSc Machine Learning on Big Data (University of East London), using PySpark to compute word frequency distributions on a large English corpus (~9.5 million words) and to compare frequency estimates from small samples against the full dataset.

nlp machine-learning big-data apache-spark text-analysis pyspark corpus-linguistics zipfs-law word-frequency statistical-linguistics good-turing-smoothing

UpdatedNov 19, 2025
Python

ErolOZKAN- /Language-Modelling

N-gram Language Model

nlp natural-language-processing text-mining ngram language-model discounting linear-interpolation laplace-smoothing perplexity good-turing-smoothing mle-probability

UpdatedMar 19, 2019
Python

StarlangSoftware /NGram-Swift

NGram with basic smoothing

ngram ngram-language-model laplace-smoothing good-turing-smoothing smoothing-methods

UpdatedMay 16, 2024
Swift

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