There are 4 repositories under multidimensional-data topic.
C++ DataFrame for statistical, financial, and ML analysis in modern C++
Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector
Lightweight C++ and Python interface for datasets in zarr and N5 format
BBoxDB is a scalable, highly available, and distributed data store for multi-dimensional big data. The software supports operations like multi-dimensional range queries and spatial joins. In addition, data streams are supported.
Multiple Frequency Estimation Under Local Differential Privacy in Python
NumPy and Tensorflow implementation of the Multidimensional Contrast Limited Adaptive Histogram Equalization (MCLAHE) procedure
Multidimensional arrays storage engine
Java Implementation of the R* Tree
A multidimensional spline interpolation by Google/JAX
Generic class for representation of 2D/3D...5D images with Matlab
Python Image Tool for visualizing multidimensional data. Applications include analysis of data in microscopy (STM, SSM, optics), ARPES, XRD, or other multidimensional datasets on regularly gridded coordinates.
Visual Knowledge Discovery demo tools for interactively visualizing, exploring, and identifying complex n-D data patterns in multivariate CSV data, to visualize machine learning classifier models.
This repository contains files relating to PhD research completed in 2000 into the application of space-filling curves , especially the Hilbert Curve, in the storage and retrieval of multi-dimensional data from databases.
A neural network library written simply, efficiently and clearly. Supports convolutional NN.
This is a dimensionality reduction project in the course DD2470 Advanced Topics in Visualization and Computer Graphics at KTH Royal Institute of Technology, Stockholm (2024), made by Linnéa Gustafsson.
Interactive management shell for Deker
Build visual machine learning models with multidimensional general line coordinate visualizations by interactive classification and synthetic data generation tools.
Local filesystem HDF5 storage for Deker
Shared functions library for Deker components
Parallel Coordinates Plot with MATLAB
C++ library for multi-dimensional array manipulation
Jarvis march algorithm to compute convex hull for 2d dataset
Visual analysis approach presented in the paper "Exploring visual quality of multidimensional time series projections", published by the journal Visual Informatics.
Server storage for Deker
Implementation of MDS for a website seller (like Amazon), having thousands of Products (each with its own ID, Price, Description). Organizing data into a TreeMap (Red-Black Tree), used HashMap, and HashSet to achieve insertion, deletion, search, modification efficiently.
Java Parallel Coordinates Visualization Tool, to visualize multidimensional/multivariate CSV data with Java Swing.
Parametric analysis/visualization +continuous-f(x) interpolation
Haskell project focused on multidimensional points grouping and analysis