filipbasara0/contrastive-neighbor-embedding

Non-linear dimensionality reduction using contrastive neighbor embeddings.

Language: Python - Size: 7.81 KB - Last synced: about 6 hours ago - Pushed: about 9 hours ago - Stars: 0 - Forks: 0

smba/gsnoop

A framework for group-based screening of large parameter spaces.

Language: Python - Size: 104 KB - Last synced: about 10 hours ago - Pushed: about 10 hours ago - Stars: 0 - Forks: 0

vda-lab/lensed_umap

Functions that filter UMAP graphs using domain knowledge.

Language: Jupyter Notebook - Size: 82.2 MB - Last synced: about 17 hours ago - Pushed: about 18 hours ago - Stars: 1 - Forks: 0

mpmatthe/evomap

A Toolbox for Dynamic Mapping in Python

Language: Python - Size: 15 MB - Last synced: about 8 hours ago - Pushed: about 24 hours ago - Stars: 4 - Forks: 1

JuliaPOMDP/CompressedBeliefMDPs.jl

Compressed belief-state MDPs in Julia compatible with POMDPs.jl

Language: Julia - Size: 368 KB - Last synced: about 22 hours ago - Pushed: 1 day ago - Stars: 5 - Forks: 0

dpeerlab/Palantir

Single cell trajectory detection

Language: Jupyter Notebook - Size: 52.7 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 195 - Forks: 45

edhou20/Medical-Texts-NLP-Clustering-

Language: Python - Size: 8.79 KB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

edahelsinki/slisemap

SLISEMAP: Combining supervised dimensionality reduction with local explanations

Language: Python - Size: 62.9 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 15 - Forks: 3

JustGlowing/minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

Language: Python - Size: 17.2 MB - Last synced: about 12 hours ago - Pushed: 1 day ago - Stars: 1,391 - Forks: 415

yhg926/public_kssd

K-mer substring space decomposition

Language: C - Size: 433 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 34 - Forks: 3

pavlin-policar/openTSNE

Extensible, parallel implementations of t-SNE

Language: Python - Size: 70.2 MB - Last synced: about 10 hours ago - Pushed: 7 days ago - Stars: 1,370 - Forks: 156

jrazi/KnockoffOrigins

A Python implementation of the "Controlling the False Discovery Rate via Knockoffs" paper from 2015, designed to provide tools for generating knockoff features and applying controlled variable selection techniques in high-dimensional data settings.

Language: Jupyter Notebook - Size: 178 KB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 0 - Forks: 0

dannyzx/Gaussian-RBFNN

Language: Python - Size: 585 KB - Last synced: about 21 hours ago - Pushed: 2 days ago - Stars: 2 - Forks: 0

PiotrTymoszuk/clustTools

Comprehensive dimensionality reduction and cluster analysis toolset

Language: R - Size: 392 KB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 0 - Forks: 0

hendersontrent/theft

R package for Tools for Handling Extraction of Features from Time series (theft)

Language: R - Size: 51.4 MB - Last synced: 3 days ago - Pushed: about 2 months ago - Stars: 35 - Forks: 4

seandavi/awesome-single-cell

Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.

Size: 1.35 MB - Last synced: 1 day ago - Pushed: about 2 months ago - Stars: 2,930 - Forks: 922

benedekrozemberczki/awesome-community-detection

A curated list of community detection research papers with implementations.

Language: Python - Size: 2.21 MB - Last synced: 3 days ago - Pushed: about 2 months ago - Stars: 2,271 - Forks: 360

berenslab/t-simcne

Unsupervised visualization of image datasets using contrastive learning

Language: Python - Size: 16 MB - Last synced: 1 day ago - Pushed: about 2 months ago - Stars: 113 - Forks: 12

miguelangel43/Dimensionality-Reduction-Masters-Thesis

Masters Thesis: "Study of Dimensionality Reduction Techniques and Interpretation of their Coefficients, and Influence on Learned Models"

Language: Jupyter Notebook - Size: 101 MB - Last synced: 4 days ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

sortedness/sortedness

Similarity measure useful for unsupervised data transformation quality assessment

Language: Python - Size: 2.92 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 2 - Forks: 0

devnithw/svd

Experimenting with Singular Value Decomposition

Language: Jupyter Notebook - Size: 3.88 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

gszep/FlowAtlas.jl

an interactive explorer for flow cytometry data

Language: JavaScript - Size: 1.06 GB - Last synced: 5 days ago - Pushed: 6 months ago - Stars: 9 - Forks: 0

neurogenomics/phenomix

Explore the phenome ✨🎆✨

Language: R - Size: 61.7 MB - Last synced: 5 days ago - Pushed: 24 days ago - Stars: 0 - Forks: 0

sebastianalamina/ML_2023-2

Trabajos presentados como parte del curso de Reconocimiento de Patrones y Aprendizaje Automatizado, impartido por el profesor Sergio Hernández López durante el semestre 2023-2 en la Facultad de Ciencias, UNAM.

Language: Jupyter Notebook - Size: 12.2 MB - Last synced: 6 days ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

wildart/ManifoldLearning.jl

A Julia package for manifold learning and nonlinear dimensionality reduction

Language: Julia - Size: 3.5 MB - Last synced: 2 days ago - Pushed: 2 months ago - Stars: 92 - Forks: 22

arvkevi/ezancestry

Easy genetic ancestry predictions in Python

Language: Jupyter Notebook - Size: 25 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 56 - Forks: 11

ObsidianHydra/AP-157-dump

Computational Analysis and Modeling in Physics taught by Ma'am May Lim, PhD and Sir Louie Rubio.

Language: Jupyter Notebook - Size: 14.6 MB - Last synced: 8 days ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

TorchDR/TorchDR

TorchDR - PyTorch Dimensionality Reduction

Language: Python - Size: 179 KB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 2 - Forks: 2

lanl/T-ELF

Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.

Language: Python - Size: 37.4 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 6 - Forks: 1

srp98/Dimensionality-Reduction-with-Autoencoder

Using Autoencoder for dimensionality reduction and feature extraction

Language: Python - Size: 10.8 MB - Last synced: 10 days ago - Pushed: almost 6 years ago - Stars: 13 - Forks: 4

fcomitani/simpsom

Python library for Self-Organizing Maps

Language: Python - Size: 34.5 MB - Last synced: 3 days ago - Pushed: 4 months ago - Stars: 154 - Forks: 37

Egauvrit/wst4gs

Wavelet Scattering Transform applied for Geo Sciences.

Language: Python - Size: 36.1 KB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 0 - Forks: 0

YoussefAboelwafa/Face-Recognition

Face Recognition Project using PCA and LDA Algorithms for Dimensionality Reduction

Language: Jupyter Notebook - Size: 25.5 MB - Last synced: 11 days ago - Pushed: 12 days ago - Stars: 0 - Forks: 2

poloclub/people-map

Visualization Tool for Mapping Out Researchers using Natural Language Processing

Language: Python - Size: 14.5 MB - Last synced: 3 days ago - Pushed: 12 days ago - Stars: 44 - Forks: 4

file-acomplaint/kanjidist-visualiser

The Jōyō Kanji Map

Language: HTML - Size: 623 KB - Last synced: 12 days ago - Pushed: 13 days ago - Stars: 0 - Forks: 0

windson/PCA-t-SNE

Principal Component Analysis and t-SNE

Language: Jupyter Notebook - Size: 605 KB - Last synced: 13 days ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

shivamsouravjha/Auto_encoder

Language: Jupyter Notebook - Size: 125 KB - Last synced: 13 days ago - Pushed: over 3 years ago - Stars: 3 - Forks: 1

patelchaitany/PCA

PCA in c

Language: C - Size: 7.81 KB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

AhmedOsman00py/CE-detection-series-de-requetes

Alternance M2 - Détection automatique des séries de requêtes juridiques

Language: Python - Size: 4.79 MB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 0 - Forks: 0

Vivek2693/Dimensionality-Reduction-PCA-3

Set of Questions, Explaining the Geometric interpretation of eigenvectors and eigenvalues.

Language: Jupyter Notebook - Size: 80.1 KB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

saikumarsuvanam/MachineLearning

DataScience-Statistics,Machine Learning,AppliedAI

Language: Jupyter Notebook - Size: 1.76 MB - Last synced: 14 days ago - Pushed: about 6 years ago - Stars: 1 - Forks: 0

Advestis/adnmtf

Non-Negative Matrix and Tensor Factorizations

Language: Python - Size: 8.31 MB - Last synced: 14 days ago - Pushed: 15 days ago - Stars: 2 - Forks: 0

ansost/NoClu

Code for the AP project for the class 'Advanced Python for NLP' on Russian noun clustering.

Language: Jupyter Notebook - Size: 41.5 MB - Last synced: 14 days ago - Pushed: 15 days ago - Stars: 1 - Forks: 0

cembrowskilab/RUHi Fork of kaitsull/RUHi

R-based Utilities for Hiplex

Language: R - Size: 3.11 MB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 1 - Forks: 0

alonfnt/pcax

Minimal Principal Component Analysis (PCA) implementation in JAX

Language: Python - Size: 14.6 KB - Last synced: 12 days ago - Pushed: 2 months ago - Stars: 13 - Forks: 1

tkonopka/umap

Uniform Manifold Approximation and Projection - R package

Language: R - Size: 650 KB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 129 - Forks: 18

passalis/sef

A Python Library for Similarity-based Dimensionality Reduction

Language: Python - Size: 406 KB - Last synced: 9 days ago - Pushed: over 5 years ago - Stars: 28 - Forks: 3

benedekrozemberczki/datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

Size: 91.4 MB - Last synced: 13 days ago - Pushed: about 2 months ago - Stars: 586 - Forks: 87

cankocagil/BioStatistics

Differential Gene Expression, Phylogenetic tree, Sequence Alignments, Biostatistics, Bioinformatic

Language: R - Size: 3.97 MB - Last synced: 16 days ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

MoritzM00/drcomp

Comparison of dimensionality reduction (drcomp)

Language: Python - Size: 483 KB - Last synced: 1 day ago - Pushed: 16 days ago - Stars: 1 - Forks: 0

HanKruiger/tsNET

Source code accompanying the submission to EuroVis 2017

Language: Python - Size: 741 KB - Last synced: 16 days ago - Pushed: 17 days ago - Stars: 29 - Forks: 6

goamegah/short-text-clustering

clustering methods on short text

Size: 5.86 KB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 0 - Forks: 0

Shahrukh2016/Netflix_Movies_and_TV_Shows_Clustering

Unlock personalized content recommendations on Netflix with my cutting-edge ML project. Say goodbye to aimless scrolling and elevate your binge-watching experience with our user-centric content-based recommender system.

Language: Jupyter Notebook - Size: 37 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 2 - Forks: 0

QuantLet/LLE Fork of lizzzi111/LLE

Locally Linear Embeddings

Language: Jupyter Notebook - Size: 63.6 MB - Last synced: 18 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 5

QuantLet/HClustering Fork of lizzzi111/HClustering

Language: Jupyter Notebook - Size: 30.3 MB - Last synced: 18 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 3

chiggum/pyLDLE2

Implementation of Low Distortion Local Eigenmaps and several variations of it

Language: Python - Size: 783 MB - Last synced: 7 days ago - Pushed: 2 months ago - Stars: 13 - Forks: 1

mcsorkun/ChemPlot

A python package for chemical space visualization.

Language: Jupyter Notebook - Size: 60.2 MB - Last synced: 17 days ago - Pushed: 12 months ago - Stars: 97 - Forks: 26

cvxgrp/pymde

Minimum-distortion embedding with PyTorch

Language: Python - Size: 46.9 MB - Last synced: 13 days ago - Pushed: 11 months ago - Stars: 516 - Forks: 27

vda-lab/multi_mst Fork of TutteInstitute/fast_hdbscan

Manifold Modelling with Minimum Spanning Trees

Language: Jupyter Notebook - Size: 53.1 MB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 1 - Forks: 0

miguelangel43/xai-dimensionality-reduction-paper

Code that yields the results that will be presented in white paper

Language: Jupyter Notebook - Size: 23.5 MB - Last synced: 3 days ago - Pushed: 25 days ago - Stars: 1 - Forks: 0

huidongchen/simba

SIMBA: SIngle-cell eMBedding Along with features

Language: Python - Size: 2.75 MB - Last synced: 18 days ago - Pushed: 19 days ago - Stars: 16 - Forks: 1

lmcinnes/umap

Uniform Manifold Approximation and Projection

Language: Python - Size: 58.9 MB - Last synced: 28 days ago - Pushed: 29 days ago - Stars: 6,930 - Forks: 762

danaugrs/go-tsne

t-Distributed Stochastic Neighbor Embedding (t-SNE) in Go

Language: Go - Size: 90.2 MB - Last synced: 1 day ago - Pushed: 5 months ago - Stars: 203 - Forks: 24

svecon/metric-learn-playground

Experiments for comparing Metric Learning algorithms

Language: Jupyter Notebook - Size: 31.1 MB - Last synced: 20 days ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

vi/csvdimreduce

Command-line tool to run a dimensionality reduction algorithm on CSV files

Language: Rust - Size: 50.8 KB - Last synced: 9 days ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

alonfnt/tsnex

Minimal t-distributed stochastic neighbor embedding (t-SNE) implementation in JAX.

Language: Python - Size: 12.7 KB - Last synced: 31 minutes ago - Pushed: 2 months ago - Stars: 1 - Forks: 0

aditijoshi613/Patient-Survival-Prediction

Classification model for predicting whether a patient is at risk of death during hospitalization

Language: Jupyter Notebook - Size: 104 KB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 1 - Forks: 0

PAIR-code/umap-js

JavaScript implementation of UMAP

Language: JavaScript - Size: 2.39 MB - Last synced: 19 days ago - Pushed: 2 months ago - Stars: 345 - Forks: 29

terrytangyuan/dml

R package for Distance Metric Learning

Language: R - Size: 254 KB - Last synced: 14 days ago - Pushed: 10 months ago - Stars: 59 - Forks: 32

MattScicluna/interpretable_tsne

Implementation of the gradient-based t-SNE sttribution method described in our GLBIO oral presentation: 'Towards Computing Attributions for Dimensionality Reduction Techniques'

Language: Python - Size: 7.8 MB - Last synced: 21 days ago - Pushed: 22 days ago - Stars: 0 - Forks: 1

Quernest/reduction

📘 dimensionality reduction algorithms

Language: TypeScript - Size: 39.1 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

KrishnaswamyLab/PHATE

PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.

Language: Python - Size: 142 MB - Last synced: 20 days ago - Pushed: 3 months ago - Stars: 448 - Forks: 70

kaledhoshme123/kaledhoshme123

Size: 42 KB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 0 - Forks: 0

n1ghtf4l1/jubilant-robot-hacker

Collecting flags by evading, poisoning, stealing, and fooling AI/ML.

Language: Jupyter Notebook - Size: 58.8 MB - Last synced: 24 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

jlmelville/uwot

An R package implementing the UMAP dimensionality reduction method.

Language: R - Size: 58.3 MB - Last synced: 10 days ago - Pushed: 24 days ago - Stars: 307 - Forks: 32

diegozain/alles

All small projects that need a place to live, live here. Optimization, numerical methods, graph theory, and more.

Language: MATLAB - Size: 60.9 MB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 2 - Forks: 2

st3v3nmw/shapes-classifier 📦

Shape classification using a "from-scratch" feedforward neural network and dimensionality reduction using principal component analysis.

Language: Python - Size: 6.21 MB - Last synced: 25 days ago - Pushed: 12 months ago - Stars: 1 - Forks: 0

thieu1995/mafese

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python

Language: Python - Size: 4.48 MB - Last synced: 5 days ago - Pushed: 9 months ago - Stars: 45 - Forks: 15

nakshatrasinghh/Machine-Learning

Making Machine Learning Algorithms Easy to Comprehend

Language: Jupyter Notebook - Size: 14.3 MB - Last synced: 27 days ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

prabhuvashwin/Data-Analysis-on-Hospital-Readmission-Data 📦

Analysis on hospital readmission data for diabetic patients using R and Tableau

Language: HTML - Size: 4.23 MB - Last synced: 27 days ago - Pushed: almost 7 years ago - Stars: 5 - Forks: 4

shre-db/Image-Compression-SVD

A web service for image compression using singular value decomposition (SVD).

Language: Jupyter Notebook - Size: 3.1 MB - Last synced: 27 days ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

machenslab/dPCA

An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)

Language: Jupyter Notebook - Size: 1.51 MB - Last synced: 25 days ago - Pushed: almost 2 years ago - Stars: 264 - Forks: 90

visheshgupta-BA/Predicting-Crime-Patterns-in-World-Wide-Comunities

This project predicts crime rates in communities using regression analysis and dimensional reduction. The model is trained on historical crime data and can be used to predict future crime rates. The repository also includes code for data cleaning, preprocessing, and modeling.

Language: Jupyter Notebook - Size: 26.8 MB - Last synced: 27 days ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

b-fakhar/My-PhD-Research-and-Publications

Developed innovative optimization and ML algorithms to tackle data science tasks, including classification and sparse recovery, focusing on the NP-hard Maximum Feasible Subsystem problem.

Size: 34.2 KB - Last synced: 26 days ago - Pushed: 27 days ago - Stars: 0 - Forks: 0

saman-nia/PCA-Eigenfaces

Image Signal Processing

Language: Jupyter Notebook - Size: 6.3 MB - Last synced: 27 days ago - Pushed: about 6 years ago - Stars: 0 - Forks: 2

saman-nia/Deep-Learning-for-Dimensionality-Reduction

Deep Learning for Dimensionality Reduction with Tensorflow

Language: Jupyter Notebook - Size: 21.1 MB - Last synced: 27 days ago - Pushed: almost 5 years ago - Stars: 3 - Forks: 0

GAA-UAM/scikit-fda

Functional Data Analysis Python package

Language: Python - Size: 12.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 272 - Forks: 50

a-poor/old-movie-stills 📦

Using machine learning to analyze movie stills.

Language: Jupyter Notebook - Size: 1.88 MB - Last synced: 27 days ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

benedekrozemberczki/BANE

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

Language: Python - Size: 797 KB - Last synced: 13 days ago - Pushed: about 1 year ago - Stars: 87 - Forks: 23

TatevKaren/mathematics-statistics-for-data-science

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.

Language: R - Size: 15.9 MB - Last synced: 28 days ago - Pushed: 29 days ago - Stars: 104 - Forks: 35

taher-software/-Develop-a-movie-recommendation-engine

Movie recommandation engine who could recommend 5 similars movies to the user , based on his first choice.

Language: Jupyter Notebook - Size: 1.69 MB - Last synced: 28 days ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

falcao-g/reducao-dimensao

Projeto de machine learning com redução de dimensionalidade

Language: Jupyter Notebook - Size: 639 KB - Last synced: 28 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

calebgeniesse/reciprocal_isomap

A reciprocal variant of Isomap for robust non-linear dimensionality reduction in Python

Language: Python - Size: 2.89 MB - Last synced: 29 days ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

ganguli-lab/twpca

🕝 Time-warped principal components analysis (twPCA)

Language: Jupyter Notebook - Size: 43.4 MB - Last synced: 27 days ago - Pushed: about 3 years ago - Stars: 122 - Forks: 24

dillondaudert/UMAP.jl

Uniform Manifold Approximation and Projection (UMAP) implementation in Julia

Language: Julia - Size: 2.72 MB - Last synced: 27 days ago - Pushed: 4 months ago - Stars: 126 - Forks: 18

mwdchang/somVis

Self-organizing map

Language: JavaScript - Size: 37.1 KB - Last synced: 29 days ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

jgraving/selfsne

Self-Supervised Noise Embeddings (Self-SNE)

Language: Jupyter Notebook - Size: 2.78 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 151 - Forks: 13

ua-datalab/MLWorkshops

UArizona DataLab Workshops

Language: Jupyter Notebook - Size: 97.5 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

jgeofil/mycorrhiza-algorithm

Combining phylogenetic networks and Random Forests for prediction of ancestry from multilocus genotype data

Language: Python - Size: 15 MB - Last synced: 11 days ago - Pushed: over 3 years ago - Stars: 6 - Forks: 2

xarray-contrib/xeofs

Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis

Language: Python - Size: 33.3 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 82 - Forks: 16