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GitHub topics: random-projection

pochih/CBIR

🏞 A content-based image retrieval (CBIR) system

Language: Python - Size: 2.88 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 633 - Forks: 213

juyeon999/OEDPM

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

Language: Python - Size: 742 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

BorealisAI/flora-opt

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

Language: Python - Size: 672 KB - Last synced at: 18 days ago - Pushed at: 10 months ago - Stars: 102 - Forks: 5

RubixML/HAR

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

Language: PHP - Size: 23.9 MB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 22 - Forks: 7

seungwoo-stat/srp

Spherical random projection

Language: R - Size: 428 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

DRSY/MoTIS

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

Language: Swift - Size: 16.5 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 121 - Forks: 10

vioshyvo/mrpt

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

Language: C++ - Size: 7.33 MB - Last synced at: 7 months ago - Pushed at: about 5 years ago - Stars: 257 - Forks: 47

jean-pierreBoth/Higgs.jl

Basic exploration of Higgs boson data

Language: Jupyter Notebook - Size: 4.26 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

rishi1999/random-projections

Summer@ICERM 2020 - Random Projections

Language: Jupyter Notebook - Size: 114 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

mashaan14/RPTree

Language: Python - Size: 8.21 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

kcin96/RandomProjections.jl

This package is a Julia implementation of random projections.

Language: Julia - Size: 105 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

djpasseyjr/Shrike.jl

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

Language: Julia - Size: 2.89 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 31 - Forks: 0

IBM/JLPlusPlus

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

Language: Python - Size: 8.79 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

MAbdelhamid2001/Advanced-Unsupervised-Learning

Applying many advanced unsupervised learning algorithms and techniques

Language: Jupyter Notebook - Size: 7.39 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

Sarvandani/Machine_learning_6_algorithms_of_dimensionality_reduction

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

Language: Jupyter Notebook - Size: 8.59 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

zovialpapai/Bayesian-classification-with-random-projection

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

Language: R - Size: 3.27 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

jacklyonlee/ndr

Classical and Neural Dimensionality Reduction Techniques

Language: Python - Size: 40 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

PyDimRed/PyDimRed

A comparison between some dimension reduction algorithms

Language: Jupyter Notebook - Size: 25.8 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 2

timm/shortr

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

Language: HTML - Size: 29.2 MB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 3

sayakpaul/near-dup-parser

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

Language: Jupyter Notebook - Size: 6.32 MB - Last synced at: 19 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

shaiTheKimhi/RP-NN

Random Projection for deep Neural Networks parameters number reduction.

Language: Jupyter Notebook - Size: 23.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 2

generic-github-user/ReduceD

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

Size: 1000 Bytes - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

zxmeng/SimilarityDetection

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

Language: Java - Size: 69.5 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1

Related Keywords
random-projection 23 dimensionality-reduction 7 pca 4 machine-learning 4 lsh 2 dataset 2 nearest-neighbors 2 clustering 2 random-projections 2 gaussian-mixture-models 2 ensemble-learning 2 data-mining 2 approximate-nearest-neighbor-search 2 julia 2 ai 2 nearest-neighbor-search 2 deep-learning 2 spectral-embedding 2 principal-component-analysis 2 isomap 2 dimensionality-reduction-algorithms 1 unsupervised-learning 1 pca-analysis 1 kmeans-clustering 1 nmf 1 sklearn 1 t-sne 1 data-augmentation 1 independent-component-analysis 1 hierarchical-clustering 1 dbscan-clustering 1 matrix-sketching 1 linear-algebra 1 euclidean-distances 1 binary-trees 1 binary-search-tree 1 support-vector-machines 1 singular-value-decomposition 1 research-project 1 matrix-factorization 1 kernel-methods 1 keras 1 near-duplicate-detection 1 tensorflow 1 tensorrt 1 vector-similarity 1 vision 1 mnist 1 data-analysis 1 exploratory-data-analysis 1 statistics 1 visualization 1 mapreduce 1 minhash 1 similarity-detection 1 spark 1 wikipedia-article 1 autoencoder 1 contrastive-learning 1 pytorch 1 dimension-reduction 1 laplacian-eigenmaps 1 decision-trees 1 explanation 1 less-is-more 1 lua 1 multi-objective-optimization 1 naive-bayes-classifier 1 semi-supervised-learning 1 teaching 1 xai 1 bit 1 bit-resnet 1 imu-sensor 1 human-activity-recognition 1 example-project 1 data-science 1 cross-validation 1 classification 1 transformers 1 peft 1 optax 1 memory-efficient-tuning 1 lora 1 large-language-models 1 jax 1 flax 1 variational-inference 1 unsupervised 1 python 1 outlier-ensembles 1 outlier-detection 1 anomaly-detection 1 vggnet 1 resnet 1 image-retrieval 1 hog 1 histogram 1 gabor 1 feature-fusion 1