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high-dimensional-data

Here are 92 public repositories matching this topic...

ContextLab / hypertools

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A Python toolbox for gaining geometric insights into high-dimensional data

visualization python time-series data-visualization high-dimensional-data topic-modeling data-wrangling text-vectorization

Updated May 1, 2020
Python

NVIDIA / MinkowskiEngine

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Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

computer-vision deep-learning neural-network cuda high-dimensional-data pytorch convolutional-neural-networks auto-differentiation semantic-segmentation space-time spatio-temporal-analysis 3d-vision 3d-convolutional-network sparse-tensors sparse-convolution high-dimensional-inference trilateral-filter 4d-convolutional-neural-network minkowski-engine sparse-tensor-network

Updated Aug 19, 2020
Python

ramhiser / datamicroarray

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A collection of small-sample, high-dimensional microarray data sets to assess machine-learning algorithms and models.

machine-learning r cancer high-dimensional-data colon-cancer

Updated Jan 10, 2016
R

Tuyki / TT_RNN

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high-dimensional-data tensor-train tensor-train-layer tensor-train-rnn

Updated Mar 2, 2018
Python

vald

vdaas / vald

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Vald. A Highly Scalable Distributed Vector Search Engine

kubernetes golang distributed-systems cloud microservices high-performance vector high-dimensional-data nearest-neighbor-search cloud-native image-search approximate-nearest-neighbor-search ngt similarity-search image-search-engine vector-search-engine vald anng

Updated Aug 20, 2020
Go

gdkrmr / dimRed

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A Framework for Dimensionality Reduction in R

visualization quality-control framework r high-dimensional-data dimensionality-reduction manifold-learning

Updated Aug 19, 2020
R

daleroberts / hdmedians

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High-dimensional medians (medoid, geometric median, etc.). Fast implementations in Python.

python machine-learning statistics high-dimensional-data median

Updated Nov 21, 2018
Python

great-northern-diver / loon

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A Toolkit for Interactive Statistical Data Visualization

python data-science statistics exploratory-data-analysis data-visualization high-dimensional-data statistical-analysis tk data-analysis statistical-graphics surface chase interactive-visualizations interactive-graphics tcl-extension prey exploratory-analysis loon diver

Updated Jul 4, 2020
Tcl

nanxstats / hdnom

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Benchmarking and Visualization Toolkit for Penalized Cox Models

benchmark linear-regression high-dimensional-data survival-analysis penalized-cox-models nomogram-visualization

Updated Apr 23, 2020
R

lightonai / newma

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Implementation of NEWMA: a new method for scalable model-free online change-point detection

python machine-learning timeseries paper high-dimensional-data hardware-acceleration change-point-detection

Updated May 4, 2020
Python

NLeSC / DiVE

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An interactive 3D web viewer of up to million points on one screen that represent data. Provides interaction for viewing high-dimensional data that has been previously embedded in 3D or 2D. Based on graphosaurus.js and three.js. For a Linux release of a complete embedding+visualization pipeline please visit https://github.com/sonjageorgievska/Embed-Dive.

high-dimensional-data web-application manifold-learning interactive-visualizations 3d-data embedded-data non-linear-dimensionality-reduction

Updated Mar 12, 2018
HTML

sergiocorreia / ppmlhdfe

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Poisson pseudo-likelihood regression with multiple levels of fixed effects

stata high-dimensional-data fixed-effects separation poisson-regression

Updated Nov 13, 2019
HTML

VarIr / scikit-hubness

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A Python package for hubness analysis and high-dimensional data mining

data-science machine-learning data-mining high-dimensional-data nearest-neighbor-search approximate-nearest-neighbor-search hubness

Updated Mar 17, 2020
Python

OFAI / hub-toolbox-python3

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Hubness analysis and removal functions

machine-learning data-mining high-dimensional-data hubness

Updated May 20, 2020
Python

brian-lau / highdim

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Statistics for high-dimensional data (homogeneity, sphericity, independence, spherical uniformity)

statistics matlab independence high-dimensional-data circular-statistics

Updated Jan 21, 2018
MATLAB

mackelab / CorBinian

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CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations

count correlation entropy binary high-dimensional-data maxent heat-capacity multivariate neurons ising-model mcmc maximum-likelihood gibbs-sampling maximum-entropy criticality bernoulli dichotomized-gaussian k-pairwise iterative-scaling specific-heat

Updated Feb 14, 2020
MATLAB

ramhiser / sparsediscrim

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Sparse and Regularized Discriminant Analysis in R

classifier machine-learning r high-dimensional-data

Updated Oct 15, 2017
R

KChen-lab / SCMarker

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Marker gene selection from scRNA-seq data

statistical-methods high-dimensional-data feature-selection single-cell-rna-seq

Updated May 22, 2020
HTML

nanxstats / msaenet

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Multi-step adaptive estimation for reducing false positive selection in sparse regressions

machine-learning linear-regression high-dimensional-data variable-selection false-positive-control

Updated Jun 12, 2020
R

shreyashpatodia / tsne-lib

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A simple library for t-SNE animation and a zoom-in feature to apply t-SNE in that region

visualization machine-learning sklearn high-dimensional-data dimensionality-reduction machinelearning deeplearning t-sne tsne manifold-learning tsne-animation

Updated Jun 4, 2018
Python

LLNL / fpp

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Function preserving projection (FPP), a linear projection technique for capturing interpretable patterns of high-dimensional functions

visualization high-dimensional-data data-viz projection dimensionality-reduction discriminant-analysis supervised-dimensionality-reduction

Updated Jul 18, 2020
Jupyter Notebook

yannabraham / Radviz

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A R package for multi-dimensional data visualization

visualization science cran high-dimensional-data travis radviz

Updated Jun 25, 2020
R

acidjazz / json-browse

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jQuery plugin to easily browse and highlight your JSON

json jquery-plugin json-api high-dimensional-data json-browse

Updated Feb 28, 2018
JavaScript

hruffieux / locus

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locus R package - Large-scale variational inference for variable selection in sparse multiple-response regression

c-plus-plus r high-dimensional-data variable-selection biostatistics variational-inference sparse-regression joint-models

Updated Aug 19, 2020
R

lingxuez / sLED

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An R package for testing high-dimensional covariance matrices

r high-dimensional-data hypothesis-testing sparse-pca covariance-matrix

Updated Oct 5, 2017
R

longhaiSK / HTLR

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Open

Explanation of initial state parameter?

4

GabeAl commented Nov 26, 2019

Hello,

I'd like to use this package with extremely high-dimensional datasets, which aren't supported by glmnet because of its 4gb integer/array size limitation. Therefore I want to know how I can specify the initial state ("init" parameter of htlr() ) for the markov chain, and what format this variable can take.

For example, I would like to use the biglasso package on millions of features a

Read more

documentation good first issue

mkhlgrv / investment_forecasting

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Использование методов машинного обучения для прогнозирования инвестиций в России

machine-learning r time-series random-forest high-dimensional-data forecasting regularization russia boosting macroeconomics

Updated Mar 13, 2020
R

Project-Platypus / J3

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A free desktop application for producing and sharing high-dimensional, interactive scientific visualizations.

visualization javafx data-visualization high-dimensional-data j3

Updated Apr 19, 2017
Java

angeloschatzimparmpas / t-viSNE

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t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections

visualization high-dimensional-data dimensionality-reduction interpretable-tsne explainable-machine-learning

Updated Jun 16, 2020
JavaScript

erik-roberts / GIMBL-Vis

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a GUI-based Interactive Multi-dimensional extensiBLe Visualization toolbox for Matlab

visualization interactive graphics matlab high-dimensional-data simulations matlab-toolbox multi-dimensional

Updated May 16, 2019
MATLAB

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