🏞 A content-based image retrieval (CBIR) system

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

[NAACL 2022]Mobile Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP)

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.

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

Summer@ICERM 2020 - Random Projections

Random Projection for deep Neural Networks parameters number reduction.

Holds code for near-duplicate image parser using optimized image classifiers.

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

Classical and Neural Dimensionality Reduction Techniques

This package is a Julia implementation of random projections.

Spherical random projection