information-entropy

The code for our newly accepted paper in MICCAI 2023: "Instructive Feature Enhancement for Dichotomous Medical Image Segmentation."

This is the official implementation of the paper namely Real-Time Anomaly Detection and Feature Analysis Based on Time Series for Surveillance Video.

Sort & Slice: A Simple and Superior Alternative to Hash-Based Folding for Extended-Connectivity Fingerprints (ECFPs)

This is an application designed in HTML5/Javascript of a scanner that makes a comparison between two methods, namely between Shanon entropy (Information entropy) and self-sequence alignment (Information content). Information entropy (IE) and Information content (IC) are two methods that quantitatively measure information.

A wordle solver by maximizing information gain vs playing heuristically with character frequencies

Experimental classification algorithms on german credit data implemented using scikit-learn library

A sensitivity toolbox that is tailored to the design process in the presence of uncertainties

A small suite of functions for calculating information entropy based measurements.

Quantifying information loss along hillslope flowpaths: joint entropy and fuzzy similarity over upstream drainage areas, and the structural error of lumping simple runoff models

decision trees made easy

词典（dict），正向最⼤匹配（forward maximum matching），逆向最⼤匹配（backward maximum matching），信息熵（information entropy）。

MATLAB implementation of Coupled Markov Chain geological profile simulation with CSV case inputs, conditioned boreholes, stochastic realizations, and entropy-based uncertainty mapping.

This is a Decision Tree implementation with Python which uses information gain to split attributes. It does not use any ML library.

A game-dynamics-aware Hangman solver leveraging fine-tuned BERT, weighted N-grams, and information entropy. Achieves a 74.4% success rate on a disjoint dataset.

Entropy-Optimized Wordle Solver inspired by 3Blue1Brown's Modern Information Theory Video.

Code developed for CSE 515 Multimedia Web Databases

Repository containing experimental pipelines for the paper "Learning Dynamics and Core of Learners".

Implementation and performance benchmarking of polynomial arithmetic for the ML-KEM (Kyber) Post-Quantum standard.