kullback-leibler-divergence
There are 36 repositories under kullback-leibler-divergence topic.
derrickburns/generalized-kmeans-clustering
Spark library for generalized K-Means clustering. Supports general Bregman divergences. Suitable for clustering probabilistic data, time series data, high dimensional data, and very large data.
codesuki/go-trending
Trending algorithm based on the article "Trending at Instagram"
PythonCharmers/maxentropy
Maximum entropy and minimum divergence models in Python
RafaelArutjunjan/InformationGeometry.jl
Methods for computational information geometry
jiequancui/DKL
Decoupled Kullback-Leibler Divergence Loss (DKL), NeurIPS 2024
bambinos/kulprit
Kullback-Leibler projections for Bayesian model selection in Python
FanZhichen/NCD-IIC
[CVPR 2023] Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery
lorinanthony/RATE
Code for Variable Selection in Black Box Methods with RelATive cEntrality (RATE) Measures
alexanderbaumann99/PPO-Algorithms
Experiments of the three PPO-Algorithms (PPO, clipped PPO, PPO with KL-penalty) proposed by John Schulman et al. on the 'Cartpole-v1' environment.
sylvaincom/comparison-distributions
[Python] Comparison of empirical probability distributions. Integral probability metrics (e.g. Kantorovich metric). f-divergences (e.g. Kullback-Leibler). Application to the Choquet integral.
wecarsoniv/beta-divergence-metrics
PyTorch implementations of the beta divergence loss.
MacIver-Lab/Ergodic-Information-Harvesting
Code, data, and tutorials for "Sense organ control in moths to moles is a gamble on information through motion"
Naereen/Kullback-Leibler-divergences-and-kl-UCB-indexes
🐍 🔬 Fast Python implementation of various Kullback-Leibler divergences for 1D and 2D parametric distributions. Also provides optimized code for kl-UCB indexes
tbrunetti/NMF_unsupervised_clustering
Non-Negative Matrix Factorization for Gene Expression Clustering
dple/Statistical_data_analysis
This project implements in Python some common statistical analysis methods used in data analysis, including Entropy, Mutual Information, Kolmogorov–Smirnov test, Kullback-Leibler divergence (KLD), AB tests (Mann-Whitney U and t-tests)
harsh306/GAN
Basic GANs with variety of loss functions as an exercise for my Thesis with Prof. Randy Paffenroth. KL, Reverse-KL, JS and Wasserstein GAN.
afarahi/tatter
TATTER (Two-sAmple TesT EstimatoR) is a tool to perform two-sample hypothesis test.
alphagov/govuk-entity-personalisation
Using entities from NER on GOV.UK content to power personalisation.
hbenbel/VOIR
Particle Filter tracker and square-shape detection
Naereen/KullbackLeibler.jl
💫 Fast Julia implementation of various Kullback-Leibler divergences for 1D parametric distributions. 🏋 Also provides optimized code for kl-UCB indexes
r2nery/ukraine-media
Can we identify key events in a war by analyzing raw text from news stories?
jasminsternkopf/corpus_design_with_greedy_algorithm
Building a corpus whose unit distribution is approximately the same as a given target distribution by using a greedy algorithm with the Kullback-Leibler divergence. Can be used for Text-To-Speech synthesis application.
kingspp/algo-stats
The repo consists of Statistics Algorithms
chandnii7/Natural-Language-Processing
NLP implementations like information-theoretic measures of distributional similarity, text preprocessing using shell commands, Naive Bayes text categorization model, Cocke-Younger-Kasami parsing.
dpfens/SKM
Sequential KMeans algorithm implementation
tgao1337/detecting-fake-text-2
Giant Language Model Test Room, most up to date
andrewkof/Cumulant-GAN
Mode Selection/Covering of GANs (TensorFlow 2)
mtzor/MA_project
Social Choice Mechanisms for Recommender Systems. A report of the work is included that describes the project
preciousrosekuss/hms-hbac
Harvard Medical School (HMS) - Harmful Brain Activity Classification (HBAC). Utilizing electroencephalography (EEG) signals, this repository aims to detect, classify, and analyze seizures as well as other forms of harmful brain activity.
antonio-f/kl-divergence
Kullback-Leibler divergence in Python
cankocagil/Neural-Networks
Neural Networks, Deep Learning, Computer Vision, Natural Language Processing, Python
ChereddySowmyaSri/Determination-of-remaining-useful-life-and-fault-diagnostics-of-solenoid-valve-in-OIS
Determination of RUL and Fault diagnostics of solenoid valve in OIS using python and MATLAB Simulink.
raviq/probinfo
Basic study of information theoretic measures and stochastic processes.
vishaal27/WorkoutEffectiveness
A machine learning model to classify workouts performed in videos and predict an effectiveness metric for evaluating the performed workout