manifold-learning topic

Single cell trajectory detection

dpeerlab

A Julia package for manifold learning and nonlinear dimensionality reduction

wildart

TLDR is an unsupervised dimensionality reduction method that combines neighborhood embedding learning with the simplicity and effectiveness of recent self-supervised learning losses

naver

Tensorflow implementation of adversarial auto-encoder for MNIST

hwalsuklee

Code for the NeurIPS'19 paper "Guided Similarity Separation for Image Retrieval"

layer6ai-labs

Data Science and Matrix Optimization course

zhanglabtools

Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".

katiana22

Pytorch code for “Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment ” (DRMEA) (AAAI 2020).

LavieLuo

An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.

RubixML

Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)

mdeff