🏞 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)

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

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

[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

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

Random Projection for deep Neural Networks parameters number reduction.

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

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

Classical and Neural Dimensionality Reduction Techniques

This package is a Julia implementation of random projections.

Experiments with dimensionality reduction (physics-based, random projection, etc.)