zipfs-law

This repo is the official megengine implementation of the ECCV2022 paper: Efficient One Pass Self-distillation with Zipf's Label Smoothing.

Additional C++11 Random Distributions

Confirming that Zipf's Law is real and amazing

Language Modelling for various corpora, Natural Language Generation using LMs, Corpus Statistics Visualization

Code for the paper "Sampling strategies in Siamese Networks for unsupervised speech representation learning" Interspeech 2018

An experimental implementation of text prediction using Zipf's law to understand fundamental linguistic patterns that underlie modern language models.

Paper about the generation of random numbers distributed according to the Zipf-Mandelbrot law

An experiment to demonstrate the biases and predictability of our world.

This is a simple tool for text dataset analysis and multiple datasets comparison. Keywords: corpus, text dataset, text distribution, part-of-speech(pos), zipf's-law, distinct value, concreteness

🪄Zipfomancy: A Harry Potter-themed⚡WPF desktop application that analyzes book text counts word frequencies 📚 and visualizes Zipf’s Law through interactive tables and charts 📊✨ 🌍 Turkish & English support · ⚙️.NET 10 ·🏛️MVVM ·🧙Magical data exploration powered by literature and statistics🔮📈

Persian Search Engine, Project of Information Retrieval Course

Análisis de 'El Señor de los Anillos' mediante la Ley de Zipf: un estudio detallado de la distribución de frecuencias de palabras en la trilogía de Tolkien para explorar la aplicabilidad de esta fascinante ley estadística en la literatura épica.

Assigmnents of CL

A comprehensive statistical analysis of Airbnb listings in Mallorca across four time periods, exploring price trends, review distributions, and the application of Zipf's Law to user comments.

Does Zipf's Law apply to music?

This package implements the threshold algorithm for decimation and collapsing of time series. If use, please cite: "Torre, I. G., Luque, B., Lacasa, L., Luque, J., & Hernández-Fernández, A. (2017). Emergence of linguistic laws in human voice. Scientific reports, 7, 43862."

Implementation of unigram/bigram language models, noisy channel and pointwise mutual information for natural language processing.

Reimplementation of Manin (2008)'s models of lexical-semantic evolution

Stopword Analysis on Text Mining - With dataset from Kaggle: https://www.kaggle.com/nltkdata/web-text-corpus

A DSL for asserting password composition policy effectiveness.