Using "t-SNE trajectories" for integrated visualization of multi-dimensional longitudinal trajectory datasets.
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Updated
Nov 9, 2020 - Python
Using "t-SNE trajectories" for integrated visualization of multi-dimensional longitudinal trajectory datasets.
Use AutoEncoders to facilitate indexing of high dimensional data (C++, LibTorch)
Visualization that represents datapoints and encodes as many of the seven dimensions in a given dataset as possible for Scientific Visualization and Virtual Reality course. Grade: 9/10.
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.
A simple application that helps you classifying your data with Kmeans
class for BallTree data structure
📜PHP script to ➕ merge, 🔖 sort and 🧹 clean data points from various JSONs into one 🌪
MULTIDIMENSIONAL DATA ANALYSIS USING CATEGORICAL DATA ANALYSIS IN PYTHON
Bind the WinForms Data Grid to 2D-arrays (Boolean, string, integer).
This repo represents all the resampling techniques needed to achieve better results in highly unbalanced or skewed data that has 77 % of data in one class and rest in others.
This example demonstrates how to handle the DashboardControl.DashboardItemMouseUp event to obtain the clicked CardDashboardItem's data.
a simple application that helps you classifying your multidimensional data via Support Vector Machine, Random Forest and Decision Tree
Java Parallel Coordinates Visualization Tool, to visualize multidimensional/multivariate CSV data with Java Swing.
Data Fusion (open-access research monograph, 2015)
A Matlab pipeline for spatiotemporal quantification of monolayer cell migration. The repository includes Matlab source code. This repository is part of the book series "Neubias Bioimage Analysis". The analysis pipeline includes segmentation, velocity measurements, kymographs and multi-dimensional representations and PCA of wound healing assays.
SQLAlchemy dictionary de/serialization tool.
A k-nearest neighbours classifier that can operate on multidimensional data, no external modules needed.
Visual analysis approach presented in the paper "Exploring visual quality of multidimensional time series projections", published by the journal Visual Informatics.
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