🏞 A content-based image retrieval (CBIR) system

Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search

This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.

Shrike.jl: Fast approximate nearest neighbor search with random projection trees. (Benchmarks included)

Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.

DImensionality REduction in JAX

SHARP: Single-cell RNA-seq Hyper-fast and Accurate processing via ensemble Random Projection

[CVPR 2023] Adversarial Robustness via Random Projection Filters

A comparison between some dimension reduction algorithms

Code demo to reproduce the experimental results of our NeurIPS 2022 paper "Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss"

A little lab of learning algorithms (in LUA). Less XAI, but better

Implement of paper "Unsupervised Outlier Detection using Random Subspace and Subsampling Ensembles of Dirichlet Process Mixtures"

Similarity Detection on Wikipedia Articles using MinHash and Random Projection implemented in Hadoop/Spark

This package is a Julia implementation of random projections.

Applying many advanced unsupervised learning algorithms and techniques

Basic exploration of Higgs boson data

Efficient Bayesian high-dimensional classification via random projection with application to gene expression data

Sklearn, PCA, t-SNE, Isomap, NMF, Random Projection, Spectral Embedding