random-projection

There are 0 repository under random-projection topic.

pochih / CBIR
🏞 A content-based image retrieval (CBIR) system
image-retrieval computer-vision gabor hog edges histogram daisy vggnet resnet feature-fusion random-projection
Language:Python 597
vioshyvo / mrpt
Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search
approximate-nearest-neighbor-search k-nn nearest-neighbor-search random-projection mrpt knn-search similarity-search
Language:C++ 252
DRSY / MoTIS
[NAACL 2022]Mobile Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP)
ios-swift ai image-search clip vector-search knn lsh semantic-search random-projection knowledge-distillation retrieval cross-modal k-means k-means-clustering naacl
Language:Swift 112
djpasseyjr / Shrike.jl
Shrike.jl: Fast approximate nearest neighbor search with random projection trees. (Benchmarks included)
approximate-nearest-neighbor-search clustering julia nearest-neighbor-search nearest-neighbors random-projection random-projections
Language:Julia 31
RubixML / HAR
Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.
php machine-learning data-science classification rubix-ml softmax-classifier dataset random-projection machine-learning-tutorial example-project human-activity-recognition imu-sensor php-ml php-machine-learning neural-network dimensionality-reduction momentum pipeline cross-validation
Language:PHP 20
shibiaowan / SHARP
SHARP: Single-cell RNA-seq Hyper-fast and Accurate processing via ensemble Random Projection
single-cell-analysis 1-million-cells clustering random-projection scrna-seq
Language:R 16
MANGA-UOFA / Flora
This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors".
deep-learning flax jax large-language-models lora memory-efficient-tuning optax peft random-projection transformers
Language:Python 10
UniSerj / Random-Projection-Filters
[CVPR 2023] Adversarial Robustness via Random Projection Filters
adversarial-attacks adversarial-defense random-projection
Language:Python 9
PyDimRed / PyDimRed
A comparison between some dimension reduction algorithms
dimension-reduction pca isomap spectral-embedding random-projection dimensionality-reduction laplacian-eigenmaps
Language:Jupyter Notebook 5
IBM / JLPlusPlus
Code demo to reproduce the experimental results of our NeurIPS 2022 paper "Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss"
dimensionality-reduction euclidean-distances linear-algebra matrix-sketching random-projection
Language:Python 4
timm / shortr
A little lab of learning algorithms (in LUA). Less XAI, but better
lua data-mining clustering explanation multi-objective-optimization naive-bayes-classifier nearest-neighbors random-projection semi-supervised-learning ai less-is-more teaching decision-trees xai
Language:HTML 4
rishi1999 / random-projections
Summer@ICERM 2020 - Random Projections
eigenfaces interpolative-decomposition kernel-methods matrix-factorization principal-component-analysis random-projection research-project singular-value-decomposition support-vector-machines
Language:Jupyter Notebook 2
sayakpaul / near-dup-parser
Holds code for near-duplicate image parser using optimized image classifiers.
tensorflow vision near-duplicate-detection lsh tensorrt random-projection vector-similarity keras bit bit-resnet
Language:Jupyter Notebook 2
jacklyonlee / ndr
Classical and Neural Dimensionality Reduction Techniques
autoencoder contrastive-learning dimensionality-reduction pca pytorch random-projection
Language:Python 1
juyeon999 / OEDPM
Implement of paper "Unsupervised Outlier Detection using Random Subspace and Subsampling Ensembles of Dirichlet Process Mixtures"
anomaly-detection data-mining ensemble-learning gaussian-mixture-models machine-learning outlier-detection outlier-ensembles python random-projection unsupervised variational-inference
Language:Python 1
kcin96 / RandomProjections.jl
This package is a Julia implementation of random projections.
random-projections random-projection julia
Language:Julia 1
mashaan14 / RPTree
binary-search-tree binary-trees dataset random-projection
Language:Python 1
shaiTheKimhi / RP-NN
Random Projection for deep Neural Networks parameters number reduction.
machine-learning deep-learning random-projection dimensionality-reduction pca mnist
Language:Jupyter Notebook 1
zxmeng / SimilarityDetection
Similarity Detection on Wikipedia Articles using MinHash and Random Projection implemented in Hadoop/Spark
minhash spark mapreduce similarity-detection random-projection wikipedia-article
Language:Java 1
MAbdelhamid2001 / Advanced-Unsupervised-Learning
Applying many advanced unsupervised learning algorithms and techniques
dbscan-clustering gaussian-mixture-models hierarchical-clustering independent-component-analysis kmeans-clustering pca-analysis principal-component-analysis random-projection unsupervised-learning
Language:Jupyter Notebook 0
seungwoo-stat / srp
Spherical random projection
random-projection spherical-geometry
Language:R 0
generic-github-user / ReduceD
Experiments with dimensionality reduction (physics-based, random projection, etc.)
dimensionality-reduction data-analysis exploratory-data-analysis visualization random-projection statistics
jean-pierreBoth / Higgs.jl
Basic exploration of Higgs boson data
embedding higgs-boson random-projection
Language:Jupyter Notebook
Sarvandani / Machine_learning_6_algorithms_of_dimensionality_reduction
Sklearn, PCA, t-SNE, Isomap, NMF, Random Projection, Spectral Embedding
dimensionality-reduction dimensionality-reduction-algorithms isomap machine-learning nmf pca random-projection sklearn spectral-embedding t-sne
Language:Jupyter Notebook
zovialpapai / Bayesian-classification-with-random-projection
Efficient Bayesian high-dimensional classification via random projection with application to gene expression data
data-augmentation ensemble-learning random-projection
Language:R