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multidimensional-data

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

Jupyter Notebook
128
4 年前

Lightweight C++ and Python interface for datasets in zarr and N5 format

C++
122
4 个月前

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.

Java
58
7 小时前

NumPy and Tensorflow implementation of the Multidimensional Contrast Limited Adaptive Histogram Equalization (MCLAHE) procedure

Python
49
3 年前

Multiple Frequency Estimation Under Local Differential Privacy in Python

Python
48
2 年前

Java Implementation of the R* Tree

Java
20
5 年前

A multidimensional spline interpolation by Google/JAX

Jupyter Notebook
18
2 年前

Generic class for representation of 2D/3D...5D images with Matlab

MATLAB
16
3 个月前

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.

Python
13
5 年前

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.

C++
8
5 年前

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.

Python
8
1 年前

Multidimensional cluster generation in Julia

Julia
8
1 年前

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.

Python
6
2 年前

Build visual machine learning models with multidimensional general line coordinate visualizations by interactive classification and synthetic data generation tools.

Python
6
8 个月前