Computes the Bhattacharyya distance for feature selection in machine learning.
-
Updated
Apr 17, 2018 - Python
#
bhattacharyya-distance
Here are 8 public repositories matching this topic...
Bhattachryya and Hellinger distance as Python functions
-
Updated
Jul 16, 2025 - Python
Parallel Bhattacharyya Distance Measure algorithm
-
Updated
Nov 17, 2017 - C++
Paper II of "Statistical Pharmacology via Kakutani Dichotomy": the correlated Kakutani index (CKI), the 99.95% covariance dominance theorem (Szego rate in closed form) and spectral fingerprints of cryptic allostery. Paper (LaTeX/PDF), reproducible Python code, data and figures. DOI 10.5281/zenodo.23012217
python latex reproducible-research drug-discovery mathematical-biology allostery probability-theory bhattacharyya-distance phase-transitions toeplitz-matrices computational-pharmacology majorization kakutani-dichotomy conformational-ensembles statistical-pharmacology feldman-hajek gaussian-measures szego-limit-theorem kac-murdock-szego cryptic-allostery
-
Updated
Sep 28, 2026 - TeX
Paper III of "Statistical Pharmacology via Kakutani Dichotomy": spectral Kakutani-Feldman-Hajek criticality of correlated conformational modes (mode amplitude perturbation vs iso-spectral Givens rotation), the doubling tail-increment estimator that removes the finite-size bias at alpha_c = 1/2, and the geodesic parity theorem on the SPD cone. Paper
python reproducible-research phase-diagram principal-component-analysis mathematical-biology allostery bhattacharyya-distance euler-maclaurin finite-size-scaling computational-pharmacology covariance-spectrum critical-exponent kakutani-dichotomy conformational-ensembles statistical-pharmacology feldman-hajek cryptic-allostery givens-rotation spd-cone geodesic-coordinates
-
Updated
Sep 28, 2026 - TeX
Paper VII of Statistical Pharmacology via Kakutani Dichotomy: kakutani_pharma, a Python pipeline for Kakutani indices of MD conformational ensembles. Ledoit-Wolf regularized CKI with an exact three-way decomposition, split-trajectory null subtraction, within-half block bootstrap, and pocket-centred shell-scaling exponents. Validated on a synthetic
reproducible-research numpy molecular-dynamics scipy python-package allostery structural-bioinformatics bhattacharyya-distance covariance-shrinkage normal-mode-analysis ledoit-wolf block-bootstrap high-dimensional-statistics finite-size-scaling elastic-network-models computational-pharmacology kakutani-dichotomy conformational-ensembles
-
Updated
Sep 29, 2026 - Python
Adaptive matched filters algorithm
svm image-processing feature-extraction image-classification adaptive-learning pso bhattacharyya-distance matched-filter feature-enhancement
-
Updated
May 5, 2023 - Jupyter Notebook
A comparative study of 5 different color detectors (the goal is to detect of the prominent color in the image).
deep-learning web-scraping convolutional-neural-networks color-detection histogram-comparison knn-classifier bhattacharyya-distance hsv-color-range
-
Updated
Oct 15, 2022 - Python
Add this topic to your repo
To associate your repository with the bhattacharyya-distance topic, visit your repo's landing page and select "manage topics."