TorchDR - PyTorch Dimensionality Reduction

📊VIDAR: Visualization Interface for Data Analytics and Reduction

"Welcome to my GitHub repository! Here, you'll find a hub of projects and code dedicated to the fascinating world of statistical analytics. From crunching numbers to extracting meaningful insights, join me on a journey through the realm of data-driven decision-making. Let's explore the power of statistics together!"

A Python library for the fast symbolic approximation of time series

UMAP testing

Single cell trajectory detection

Mutual Information-based Non-linear Clustering Analysis

Functional Data Analysis Python package

IU Projects

Self-Supervised Noise Embeddings (Self-SNE)

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

FeatureMAP (Feature-preserving Manifold Approximation and Projection) is an interpratable dimensionality reduction tool.

An R package for detecting cell-to-cell variably methylated regions (VMRs) from single-cell bisulfite sequencing.

🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

Implementation of the gradient-based t-SNE sttribution method described in our GLBIO oral presentation: 'Towards Computing Attributions for Dimensionality Reduction Techniques'

The Jōyō Kanji Map

Uniform Manifold Approximation and Projection

K-mer substring space decomposition

MEEG-44403/54403 Machine Learning for Mechanical Engineers at the University of Arkansas

A real-time visualization for monitoring the training of DNNs.