Topic: "minimum-description-length"
scikit-mine/scikit-mine
scikit-mine : pattern mining in Python
Language: Python - Size: 33.2 MB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 73 - Forks: 10
GemsLab/KGist
Knowledge Graph summarization for anomaly/error detection & completion (WebConf '20)
Language: Python - Size: 58.3 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 28 - Forks: 5
0xnurl/mdlrnn-torch
Minimum Description Length Recurrent Neural Networks (MDLRNNs) in PyTorch
Language: Python - Size: 369 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 21 - Forks: 0
csinva/mdl-complexity
MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".
Language: Jupyter Notebook - Size: 14.4 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 18 - Forks: 2
taucompling/mdlrnn
Minimum Description Length Recurrent Neural Networks
Language: Python - Size: 408 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 15 - Forks: 0
mengchillee/InfoShield
Code for paper "InfoShield: Generalizable Information-Theoretic Human-Trafficking Detection" (ICDE 2021)
Language: Python - Size: 116 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 2
TimoBolkart/MultilinearMDL
The provided program jointly optimizes a multilinear face model and the registration of the face scans used for model training.
Language: C++ - Size: 2.29 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 2
fnordomat/NorwegianBlue
Steganographic use of regular languages, inspired by fteproxy. At the moment I don't have the time to develop it any further ...
Language: C++ - Size: 70.3 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0
ruteee/K2-Algorithm
Python implementation of the K2 algorithm for structural learning of Bayesian Networks.
Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 2
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++ - Size: 3.1 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0
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: Python - Size: 3.58 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 1
DarkEyes/MRReg
The framework for finding multiresolution partitions that have homogeneous linear models from multiresolution dataset.
Language: R - Size: 1.82 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0
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: Java - Size: 2.28 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1
matanabudy/mdl-hn
Minimum Description Length Hopfield Networks
Language: Python - Size: 31.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
MuhammadzohaibNawaz/HMG
Code of HMG: Heuristic-driven MDL-based Genome sequence compressor
Language: Java - Size: 125 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
urbikn/probing-sentence-transformers-project
Probing Sentence Transformer Representations for Linguistic Properties
Language: Jupyter Notebook - Size: 39.3 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
oelin/parametric-complexity
Estimating the parametric complexity (minimum description length) of binary classifiers.
Language: Jupyter Notebook - Size: 21.5 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
oelin/polynomial-regression
Demonstrating how to use crude MDL to regularize polynomial regression models.
Language: Jupyter Notebook - Size: 49.8 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0