random-projection

vioshyvo/mrpt

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

DRSY/MoTIS

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

BorealisAI/flora-opt

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

djpasseyjr/Shrike.jl

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

RubixML/HAR

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

shibiaowan/SHARP

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

UniSerj/Random-Projection-Filters

[CVPR 2023] Adversarial Robustness via Random Projection Filters

PyDimRed/PyDimRed

A comparison between some dimension reduction algorithms

IBM/JLPlusPlus

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

timm/shortr

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

rishi1999/random-projections

Summer@ICERM 2020 - Random Projections

shaiTheKimhi/RP-NN

Random Projection for deep Neural Networks parameters number reduction.

juyeon999/OEDPM

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

sayakpaul/near-dup-parser

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

jacklyonlee/ndr

Classical and Neural Dimensionality Reduction Techniques

kcin96/RandomProjections.jl

This package is a Julia implementation of random projections.

mashaan14/RPTree

seungwoo-stat/srp

Spherical random projection

zxmeng/SimilarityDetection

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

MAbdelhamid2001/Advanced-Unsupervised-Learning

Applying many advanced unsupervised learning algorithms and techniques

zovialpapai/Bayesian-classification-with-random-projection

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

generic-github-user/ReduceD

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

jean-pierreBoth/Higgs.jl

Basic exploration of Higgs boson data

Sarvandani/Machine_learning_6_algorithms_of_dimensionality_reduction

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