minimum-description-length

There are 17 repositories under minimum-description-length topic.

  • scikit-mine

    scikit-mine/scikit-mine

    scikit-mine : pattern mining in Python

    Language:Python7259110

  • GemsLab/KGist

    Knowledge Graph summarization for anomaly/error detection & completion (WebConf '20)

    Language:Python36416

  • 0xnurl/mdlrnn-torch

    Minimum Description Length Recurrent Neural Networks (MDLRNNs) in PyTorch

    Language:Python21400
  • mdl-complexity

    csinva/mdl-complexity

    MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".

    Language:Jupyter Notebook18512

  • taucompling/mdlrnn

    Minimum Description Length Recurrent Neural Networks

    Language:Python18510

  • mengchillee/InfoShield

    Code for paper "InfoShield: Generalizable Information-Theoretic Human-Trafficking Detection" (ICDE 2021)

    Language:Python10305

  • nowickam/structural-break-detection

    Implementation of the genetic algorithm for structural break detection in time series that chooses a piecewise autoregressive model using minimum description length principle

    Language:Python6211

  • ruteee/K2-Algorithm

    Python implementation of the K2 algorithm for structural learning of Bayesian Networks.

    Language:Jupyter Notebook6111
  • MultilinearMDL

    TimoBolkart/MultilinearMDL

    The provided program jointly optimizes a multilinear face model and the registration of the face scans used for model training.

    Language:C++6202

  • matanabudy/mdl-hn

    Minimum Description Length Hopfield Networks

    Language:Python4110
  • RobustMultilinearModel

    TimoBolkart/RobustMultilinearModel

    The provided program robustly learns a multilinear face model from databases with missing data, corrupt data, wrong semantic correspondence, and inaccurate vertex correspondence.

    Language:C++410

  • timbrgr/pacco-weighted-graphs-clustering-paper

    Seminar paper (@ Technical University Munich) on parameter free clustering of weighted graphs using PaCCo (Parameter-free Clustering by Coding costs)

    Language:TeX3100

  • DarkEyes/MRReg

    The framework for finding multiresolution partitions that have homogeneous linear models from multiresolution dataset.

    Language:R2300

  • plantc/GEMPE

    This repository contains Java and C++ implementations of the algorithm GEMPE introduced in the KDD 2020 paper "Data Compression as a Comprehensive Framework for Graph Drawing and Representation Learning" by Claudia Plant, Sonja Biedermann and Christian Böhm.

    Language:Java2101

  • oelin/polynomial-regression

    Demonstrating how to use crude MDL to regularize polynomial regression models.

    Language:Jupyter Notebook1200

  • MargaridanarSousa/Learn_CMDL

    Learning Bayesian Networks with the Complete Minimum Description Length

    0110

  • oelin/parametric-complexity

    Estimating the parametric complexity (minimum description length) of binary classifiers.

    Language:Jupyter Notebook20