dimensionality-reduction

#计算机科学#Uniform Manifold Approximation and Projection

#Awesome#Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.

#计算机科学#Practice and tutorial-style notebooks covering wide variety of machine learning techniques

#计算机科学#A curated list of community detection research papers with implementations.

#计算机科学#Text Classification Algorithms: A Survey

#计算机科学#Extensible, parallel implementations of t-SNE

#计算机科学#🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

#计算机科学#A repository of pretty cool datasets that I collected for network science and machine learning research.

#计算机科学#Minimum-distortion embedding with PyTorch

PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.

#自然语言处理#Machine Learning notebooks for refreshing concepts.

JavaScript implementation of UMAP

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

An R package implementing the UMAP dimensionality reduction method.

#计算机科学#Dimensionality reduction in very large datasets using Siamese Networks

#计算机科学#Functional Data Analysis Python package

An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)

Using siamese network to do dimensionality reduction and similar image retrieval

#算法刷题#Mathematical tools (interpolation, dimensionality reduction, optimization, etc.) written in C++11 with Eigen

Single cell trajectory detection