categorical-data

There are 1 repository under categorical-data topic.

entron / entity-embedding-rossmann
entity-embedding kaggle one-hot-encoding categorical-data categorical-features
Language:Jupyter Notebook 873
JuliaData / CategoricalArrays.jl
Arrays for working with categorical data (both nominal and ordinal)
julia statistics data categorical-data
Language:Julia 133
Quantco / tabmat
Efficient matrix representations for working with tabular data
categorical-data dense matrix matrix-vector-products sandwich-products sparse
Language:Python 125
helske / seqHMM
Multivariate and Multichannel Discrete Hidden Markov Models for Categorical Sequences
hidden-markov-models mixture-markov-models em-algorithm hmm r categorical-data time-series
Language:R 100
rodrigobressan / entity_embeddings_categorical
Discover relevant information about categorical data with entity embeddings using Neural Networks (powered by Keras)
neural-networks entity-embedding categorical-data machine-learning keras embeddings pre-processing utility-library
Language:Python 70
remykarem / mixed-naive-bayes
Naive Bayes with support for categorical and continuous data
categorical-data machine-learning naive-bayes-algorithm
Language:Python 68
dkn22 / embedder
Embed categorical variables via neural networks.
neural-networks embeddings categorical-data utility-library
Language:Python 59
simomarsili / ndd
Bayesian entropy estimation in Python - via the Nemenman-Schafee-Bialek algorithm
entropy python bayes categorical-data jensen-shannon-divergence
Language:Python 52
dkaslovsky / Coupled-Biased-Random-Walks
Outlier detection for categorical data
anomaly-detection categorical-data conditional-probability graph-algorithms outlier-detection random-walk
Language:Python 29
aerdem4 / mercari-price-suggestion
Solution to Kaggle's Mercari Price Suggestion Competition
categorical-data factorization-machines ftrl neural-network
Language:Python 22
bootcamp-idao-2022
isadrtdinov / bootcamp-idao-2022
IDAO 2022: Machine Learning Bootcamp
machine-learning deep-learning education competition data-analysis boosting neural-networks graph-machine-learning categorical-data
Language:Jupyter Notebook 19
const-ae / mixdir
Cluster high dimensional categorical datasets
r-package clustering categorical-data variational-inference questionnaires
Language:R 15
mcabinaya / Bank-Marketing-Data-Analysis
Machine Learning/Pattern Recognition Models to analyze and predict if a client will subscribe for a term deposit given his/her marketing campaign related data
bank-marketing-analysis python knn-classifier logistic-regression multilayer-perceptron naive-bayes-classifier random-forest svm-classifier data-preprocessing dimensionality-reduction class-imbalance missing-data roc-auc cross-validation categorical-data data-visualization histogram sklearn-library pandas-dataframe matplotlib
Language:Python 15
friendly / psy6136
Psychology 6136: Categorical Data Analysis
categorical-data data-analysis statistics visualization
Language:HTML 14
brad-cannell / freqtables
Quickly make tables of descriptive statistics (i.e., counts, percentages, confidence intervals) for categorical variables. This package is designed to work in a tidyverse pipeline, and consideration has been given to get results from R to Microsoft Word ® with minimal pain.
epidemiology data-analysis categorical-data descriptive-statistics r
Language:R 12
proportions-chart
vasturiano / proportions-chart
A one-dimensional proportional chart web component for visualizing categorical data
proportions chart data-visualization d3js categorical-data
Language:JavaScript 11
albertopessia / Kpax3.jl
Bayesian bi-clustering of categorical data
bi-clustering mcmc-sampler bayesian-cluster-analysis clustering co-clustering population-genomics genomics categorical-data multivariate-data multivariate-analysis cluster-analysis
Language:Julia 8
furrer-lab / abn
Bayesian network analysis in R
bayesian-network binomial categorical-data gaussian grouped-datasets mixed-effects multinomial multivariate poisson structure-learning
Language:R 8
koalaverse / sure
Surrogate residuals for cumulative link and general regression models in R
residuals diagnostics categorical-data ordinal-regression
Language:R 8
chandraseta / gan-on-structured-data
Repository for my 2018 summer internship at GDP Labs, Indonesia about Generative Adversarial Network
gan generative-adversarial-network generative-adversarial-networks generative-adversarial-net dataset-generation categorical-data numerical-data structured-data
Language:Jupyter Notebook 6
mlindsk / molic
Multivariate Outlierdetection In Contingency Tables
outlier-detection decomposable-graphical-models contingency-tables high-dimensional-data categorical-data
Language:R 6
PayThePizzo / Predictive-Analysis-Notes
Predictive Analysis Course's notes for Computer Science B.S. at Ca' Foscari University of Venice
categorical-data classification collinearity collinearity-diagnostics data-analysis data-visualisation generalized-linear-models glm influence model-selection multiple-linear-regression prediction-model r residuals rstudio simple-linear-regression statistical-analysis statistics transformations variable-selection
Language:HTML 6
c4pub / deodel
A mixed attributes predictive algorithm implemented in Python.
classifier machine-learning mixed-attributes python supervised-learning categorical-data categorical-features missing-values regression hybrid-regression-classification classification-regression
Language:Python 5
CNelias / CategoricalTimeSeries.jl
Toolbox for categorical time-series analysis.
categorical-data time-series-analysis julia
Language:JavaScript 5
gzt / catsim
A structural similarity index for binary or categorical images that works in 2D or 3D.
r categorical-data image-processing classification categorical-images binary-data binary-image-classification binary-image-processing
Language:R 5
nmtoan91 / lshkrepresentatives
Categorial and numerical (ordinal and nonordinal) Data Clustering Algorithm
categorical-data clustering color dataset machine-learning nonmetric-data python random-forest shape unordered-data-structures-solutions
Language:Python 5
xuhongzuo / SelectVC-POP
The source code of POP to detect outliers in high-dimensional categorical data published in CIKM17.
outlier-detection data-mining categorical-data high-dimensional-data
Language:Java 5
AshNumpy / Categorical-Data-Analysis-Term-Paper
IST470 Categorical data analysis term paper.
categorical-data r r-programming statistics term-paper term-project python spss spss-statistics
Language:TeX 4
CNelias / SpectralEnvelope.jl
Method to study the cyclic and spectral properties of categorical time-series.
time-series-analysis frequency-domain categorical-data julia
Language:Julia 4
heroorkrishna / Incident-Impact-Prediction
Predicting the incidents raised by the customer
datascience-machinelearning machine-learning-algorithms flask random-forest decisiontreeclassifier categorical-data
Language:Jupyter Notebook 4
modal-inria / cfda
Categorical Functional Data Analysis
r functional-data-analysis categorical-data hacktoberfest
Language:R 4
pegeler / samplesizeCMH
Power and Sample Size Calculation for the Cochran-Mantel-Haenszel Chi-Squared Test
r-package r sample-size cmh-test categorical-data statistics statistical-power
Language:R 4
csiro-robotics / MDL
🔥[IEEE TPAMI 2023] Official repository TPAMI 2023 paper "Exploiting Field Dependencies for Learning on Categorical Data"
categorical-data deep deeplearning embeddings metalearning representation-learning
Language:Python 3
Moataz-Elmesmary / Car-Prices-Prediction-using-ML-Full-Project-
Data science & ML
machine-learning regression clustering visualization data-visualization scaling classification kmeans-clustering hierarchical-clustering categorical-data cleaning-data
Language:Jupyter Notebook 3
raynardj / category
Category transformation
data-science onehot-encoding categorical-data categorical-features
Language:Python 3
vaitybharati / P23.-EDA-1
EDA (Exploratory Data Analysis) -1: Loading the Datasets, Data type conversions,Removing duplicate entries, Dropping the column, Renaming the column, Outlier Detection, Missing Values and Imputation (Numerical and Categorical), Scatter plot and Correlation analysis, Transformations, Automatic EDA Methods (Pandas Profiling and Sweetviz).
python eda exploratory-data-analysis data auto-eda pandas-profiling sweetviz scatter-plot correlation-analysis transformations outlier-detection missing-value-imputation numerical-data categorical-data min-max-scaler standard-scaler data-type-conversion
Language:Jupyter Notebook 3

categorical-data

entron / entity-embedding-rossmann

JuliaData / CategoricalArrays.jl

Quantco / tabmat

helske / seqHMM

rodrigobressan / entity_embeddings_categorical

remykarem / mixed-naive-bayes

dkn22 / embedder

simomarsili / ndd

dkaslovsky / Coupled-Biased-Random-Walks

aerdem4 / mercari-price-suggestion

isadrtdinov / bootcamp-idao-2022

const-ae / mixdir

mcabinaya / Bank-Marketing-Data-Analysis

friendly / psy6136

brad-cannell / freqtables

vasturiano / proportions-chart

albertopessia / Kpax3.jl

furrer-lab / abn

koalaverse / sure

chandraseta / gan-on-structured-data

mlindsk / molic

PayThePizzo / Predictive-Analysis-Notes

c4pub / deodel

CNelias / CategoricalTimeSeries.jl

gzt / catsim

nmtoan91 / lshkrepresentatives

xuhongzuo / SelectVC-POP

AshNumpy / Categorical-Data-Analysis-Term-Paper

CNelias / SpectralEnvelope.jl

heroorkrishna / Incident-Impact-Prediction

modal-inria / cfda

pegeler / samplesizeCMH

csiro-robotics / MDL

Moataz-Elmesmary / Car-Prices-Prediction-using-ML-Full-Project-

raynardj / category

vaitybharati / P23.-EDA-1