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GitHub topics: dimensionality-reduction

lucertgvby/phat

Graphical PowerShell application designed to help investigators, security analysts, and IT professionals examine email headers for signs of phishing or spoofing. The tool parses headers from .eml and .msg files, highlights important fields, and provides insights into SPF, DKIM, and DMARC results.

Language: PowerShell - Size: 1.99 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

ncola/youtube_analysis_poland

YouTube content analysis about Poland — video and transcript data collection, data exploration, NLP, clustering (K-Means, LDA), sentiment analysis, and visualizations

Language: Jupyter Notebook - Size: 5.43 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

Shivaay8055/Bank-Marketing-Data

Los datos se relacionan con campañas de marketing directo (llamadas telefónicas) de una entidad bancaria portuguesa. El objetivo de la clasificación es predecir si el cliente suscribirá un depósito a plazo (variable y).

Size: 2.44 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

thieu1995/mafese

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

Language: Python - Size: 4.52 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 77 - Forks: 24

JuliaStats/MultivariateStats.jl

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

Language: Julia - Size: 1.55 MB - Last synced at: about 20 hours ago - Pushed at: 12 months ago - Stars: 385 - Forks: 86

TIO-IKIM/Spacewalker

Traversing Representation Spaces for Fast Interactive Exploration and Annotation of Unstructured Data

Language: JavaScript - Size: 11.1 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

eugenehp/fast-umap

UMAP (Uniform Manifold Approximation and Projection) in Rust

Language: Rust - Size: 8.79 MB - Last synced at: about 9 hours ago - Pushed at: 4 months ago - Stars: 11 - Forks: 0

sashakolpakov/dire-jax

DImensionality REduction in JAX

Language: Python - Size: 211 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 5 - Forks: 1

dliu18/fair-cf

Code to reproduce the paper "When Collaborative Filtering is not Collaborative: Unfairness of PCA for Recommendations". Published at FAccT'25.

Language: Jupyter Notebook - Size: 1.01 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

tirthajyoti/Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Language: Jupyter Notebook - Size: 96.7 MB - Last synced at: 5 days ago - Pushed at: about 2 years ago - Stars: 3,219 - Forks: 1,823

seandavi/awesome-single-cell

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

Size: 1.43 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 3,388 - Forks: 1,021

nf-core/scdownstream

A single cell transcriptomics pipeline for QC, integration and making the data presentable

Language: Nextflow - Size: 2.1 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 61 - Forks: 28

xarray-contrib/xeofs

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

Language: Python - Size: 44.8 MB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 118 - Forks: 23

dpeerlab/Palantir

Single cell trajectory detection

Language: Jupyter Notebook - Size: 56.2 MB - Last synced at: about 12 hours ago - Pushed at: 11 days ago - Stars: 251 - Forks: 54

SirBleu/Intelligent-Analytics-Artificial-Neural-Networks

This repository contains my work and learnings from a class on Intelligent Analytics. It contains works on Percetrons, Support Vector Machines, Deep Learning methods, Dimensionality Reduction, Decision Trees, Ensemble methods and so much more. It's for my continous learning on the subject

Size: 1.95 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

hung2jj/Principal_component_analysis

In this repository you find a python program and the prints and 3D-visualization of it. After the KNN-Classification I wanted to know which variables have the most relevance for the results. One approach for this is the Principal-Component-Analysis (PCA). More details in the python program as comments.

Size: 1.95 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

ymgw55/Axis-Tour

Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings (Published in EMNLP 2024 Findings)

Language: Python - Size: 25.6 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

sergezaugg/food_image_clustering

A interactive app to cluster images based on features from imagenet-pretrained CNN models

Language: Python - Size: 1.38 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - 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 at: 8 days ago - Pushed at: about 2 months ago - Stars: 500 - Forks: 78

gexijin/datamap

DataMap is a browser-based app for visualizing data using heatmaps, PCA plots, and t-SNE plots.

Language: R - Size: 2.31 MB - Last synced at: 4 days ago - Pushed at: 10 days ago - Stars: 54 - Forks: 10

calebgeniesse/reciprocal_isomap

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

Language: Python - Size: 2.94 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 2 - Forks: 0

ua-datalab/MLWorkshops

UArizona DataLab Workshops

Language: Jupyter Notebook - Size: 85.3 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 7 - Forks: 0

benedekrozemberczki/awesome-community-detection

A curated list of community detection research papers with implementations.

Language: Python - Size: 2.21 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 2,376 - Forks: 363

taneishi/PCA

Principal Component Analysis using Python.

Language: Python - Size: 114 KB - Last synced at: 10 days ago - Pushed at: 11 days ago - Stars: 2 - Forks: 1

hanhuark/MEEG-54403

MEEG-44403/54403 Machine Learning for Mechanical Engineers at the University of Arkansas

Language: Jupyter Notebook - Size: 71.1 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 38 - Forks: 8

michelin/TorchSOM

TorchSOM is a PyTorch-based library for training Self-Organizing Maps (SOMs), a type of unsupervised learning algorithm used for clustering and dimensionality reduction. Designed for scalability and ease of use, this implementation is optimized for large-scale data.

Language: Jupyter Notebook - Size: 24.1 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 4 - Forks: 0

ROCCYK/ML-ClusteringAndDimensionalityReduction

This repository contains coursework and implementations for the Clustering and Dimensionality Reduction class, part of the Honours Bachelor of Artificial Intelligence degree at Durham College.

Language: HTML - Size: 17.7 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

PacktWorkshops/The-Data-Science-Workshop

A New, Interactive Approach to Learning Data Science

Language: Jupyter Notebook - Size: 169 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 228 - Forks: 220

sisl/ExpFamilyPCA.jl

A Julia package for exponential family principal component analysis (EPCA).

Language: Julia - Size: 17.8 MB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 8 - Forks: 2

engrfaisal90/Deep-Learning-2019

Developing deep learning models with only numpy and panda and without using high level libraries such as Tensorflow, Keras and PyTorch

Language: Python - Size: 8.91 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

jlmelville/uwot

An R package implementing the UMAP dimensionality reduction method.

Language: R - Size: 91 MB - Last synced at: 10 days ago - Pushed at: about 2 months ago - Stars: 336 - Forks: 31

pavlin-policar/openTSNE

Extensible, parallel implementations of t-SNE

Language: Python - Size: 70 MB - Last synced at: 12 days ago - Pushed at: 7 months ago - Stars: 1,530 - Forks: 173

PAIR-code/umap-js

JavaScript implementation of UMAP

Language: JavaScript - Size: 3.55 MB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 395 - Forks: 34

polis-community/red-dwarf

A DIMensional REDuction library for stellarpunk democracy into the long haul. (Inspired by Pol.is)

Language: Python - Size: 2.36 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 9 - Forks: 2

lmcinnes/umap

Uniform Manifold Approximation and Projection

Language: Python - Size: 90.1 MB - Last synced at: 13 days ago - Pushed at: 21 days ago - Stars: 7,781 - Forks: 830

Devinterview-io/dimensionality-reduction-interview-questions

🟣 Dimensionality Reduction interview questions and answers to help you prepare for your next machine learning and data science interview in 2025.

Size: 30.3 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 10 - Forks: 1

GRvanderPloeg/parafac4microbiome

Creation and selection of Parallel Factor Analysis models of longitudinal microbiome data.

Language: R - Size: 67 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 7 - Forks: 1

berenslab/t-simcne

Unsupervised visualization of image datasets using contrastive learning

Language: Python - Size: 16.1 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 116 - Forks: 13

nla-group/fABBA

A Python library for the fast symbolic approximation of time series

Language: Python - Size: 550 MB - Last synced at: 1 day ago - Pushed at: 19 days ago - Stars: 45 - Forks: 11

AG-Peter/encodermap

python library for dimensionality reduction

Language: Python - Size: 111 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 29 - Forks: 10

ventus550/somu

A simple high-performance implementation of the Self-Organizing Map (SOM) algorithm in Rust, exposed as a Python module.

Language: Rust - Size: 2.61 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

abhinabasaha/ml

Language: Jupyter Notebook - Size: 960 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 2 - Forks: 0

kianaseraj/Masters-Archive

Archive of projects and reports from my Master's studies.

Language: Python - Size: 5.55 MB - Last synced at: 16 days ago - Pushed at: 16 days 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 at: 9 days ago - Pushed at: about 3 years ago - Stars: 297 - Forks: 96

NoWon1/scRNA_seq_analysis

This repository contains an analysis pipeline for processing and visualizing single-cell RNA sequencing (scRNA-seq) data using the Seurat package in R. The dataset used is the Peripheral Blood Mononuclear Cells (PBMC) 3K dataset from 10X Genomics.

Language: R - Size: 530 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

yuki-koyama/mathtoolbox

Mathematical tools (interpolation, dimensionality reduction, optimization, etc.) written in C++11 with Eigen

Language: C++ - Size: 8.94 MB - Last synced at: 7 days ago - Pushed at: about 3 years ago - Stars: 272 - Forks: 38

channelcharting/channelcharting.github.io

Channel Charting Website

Size: 30.8 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 10 - Forks: 3

GAA-UAM/scikit-fda

Functional Data Analysis Python package

Language: Python - Size: 12.6 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 325 - Forks: 62

SingleRust/single-algebra

Language: Rust - Size: 335 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 1 - Forks: 0

jeroenjanssens/dimensionality-reduction-animated

Dimensionality Reduction, Animated

Language: Jupyter Notebook - Size: 96.7 MB - Last synced at: 1 day ago - Pushed at: 10 months ago - Stars: 7 - Forks: 0

cvxgrp/pymde

Minimum-distortion embedding with PyTorch

Language: Python - Size: 46.8 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 548 - Forks: 26

Chayadon/Reconstruction_attack_on_DR

Investigating Privacy Leakage in Dimensionality Reduction via Reconstruction Attack

Language: Python - Size: 34.2 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

Yashasvi1714/Predictive_modelling-on-cenus-data

Machine learning models trained on U.S. Census data to classify income levels, including preprocessing, PCA, SVD, and evaluation with MLP, logistic regression, and Naïve Bayes.

Language: Jupyter Notebook - Size: 382 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 1 - Forks: 0

iqiukp/KPCA-MATLAB

MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).

Language: MATLAB - Size: 6.65 MB - Last synced at: 11 days ago - Pushed at: over 3 years ago - Stars: 250 - Forks: 80

kk7nc/Text_Classification

Text Classification Algorithms: A Survey

Language: Python - Size: 13.8 MB - Last synced at: 12 days ago - Pushed at: 2 months ago - Stars: 1,811 - Forks: 544

sgh14/deep-diffusion-maps

A novel implementation of diffusion maps using deep learning (neural networks).

Language: Python - Size: 15.1 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

frjnn/bhtsne

Parallel Barnes-Hut t-SNE implementation written in Rust.

Language: Rust - Size: 6.94 MB - Last synced at: 13 days ago - Pushed at: 8 months ago - Stars: 78 - Forks: 8

diegozain/alles

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

Language: MATLAB - Size: 61.1 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 7 - Forks: 2

al4744/rec-system

🎵 A Python-based content recommendation system using ML algorithms and matrix factorization techniques to analyze 600k-song dataset. Combines SVD, NMF, Factorization Machines, and Direct Similarity for personalized music suggestions. Handles cold start, optimizes with weighted similarity, and includes tools for visualization & evaluation.

Language: Jupyter Notebook - Size: 1.93 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

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: 47.2 MB - Last synced at: 17 days ago - Pushed at: 24 days ago - Stars: 19 - Forks: 6

Salvo-zizzi/Image-compression

Image compression with dimensionality reduction tecnics

Language: Jupyter Notebook - Size: 667 KB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

beringresearch/ivis

Dimensionality reduction in very large datasets using Siamese Networks

Language: Python - Size: 35.3 MB - Last synced at: about 23 hours ago - Pushed at: 8 months ago - Stars: 333 - Forks: 44

TorchDR/TorchDR

TorchDR - PyTorch Dimensionality Reduction

Language: Python - Size: 5.49 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 109 - Forks: 10

JuliaPOMDP/CompressedBeliefMDPs.jl

Compressed belief-state MDPs in Julia for reinforcement learning and sequential decision making. Part of the POMDPs.jl community.

Language: Julia - Size: 643 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 5 - Forks: 0

ImmuneDynamics/Spectre

A computational toolkit in R for the integration, exploration, and analysis of high-dimensional single-cell cytometry and imaging data.

Language: HTML - Size: 602 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 62 - Forks: 22

dimitris-markopoulos/latent-semantic-clustering

Clustering book chapters with unsupervised ML—custom EM-GMM, sklearn baselines, and dimensionality reduction.

Language: Jupyter Notebook - Size: 87.2 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 1

mmedl94/lionfish

Interactive python integration of the tourr R-package

Language: Python - Size: 17.1 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 1 - Forks: 1

vda-lab/lensed_umap

Functions that filter UMAP graphs using domain knowledge.

Language: Jupyter Notebook - Size: 105 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 2 - Forks: 0

CCPBioSim/BioSim-analysis-workshop

Workshop on the preparation, execution, and analysis of protein molecular dynamics simulations

Language: Jupyter Notebook - Size: 144 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 3 - Forks: 3

alexym1/booklet

Multivariate exploratory data analysis in R

Language: R - Size: 4.54 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

saeyslab/ViScore

Single-cell dimensionality reduction evaluation and benchmarking toolkit

Language: Python - Size: 8.01 MB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 6 - Forks: 0

fcomitani/simpsom

Python library for Self-Organizing Maps

Language: Python - Size: 34.5 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 161 - Forks: 40

armankhatamsaz/PCA-Hyperspectral-Indian-Pines

Python implementation of Principal Component Analysis (PCA) on the Indian Pines hyperspectral dataset for dimensionality reduction and feature analysis. Includes MSE evaluation and visualization of principal components.

Language: Jupyter Notebook - Size: 6.21 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

theislab/destiny

R package for single cell and other data analysis using diffusion maps

Language: R - Size: 20.9 MB - Last synced at: 17 days ago - Pushed at: 7 months ago - Stars: 86 - Forks: 12

smith6jt-cop/KINTSUGI

Jupyter notebook based multiplex image processing pipeline.

Language: Jupyter Notebook - Size: 518 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 0

kaitsull/RUHi

R-based Utilities for Hiplex

Language: R - Size: 3.09 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 1

aida-ugent/TRACE

Interactive quality analysis for two-dimensional embeddings

Language: JavaScript - Size: 2.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 12 - Forks: 0

usnistgov/TI-MDS

Python implementation of TIMDS, a technique which uses cycle representatives to generate multidimensional scaling initializations

Language: Jupyter Notebook - Size: 393 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

ranimeshehata/Face-Recognition

This project implements a face recognition pipeline using the AT&T Face Dataset (ORL Dataset). It includes dimensionality reduction techniques like PCA, clustering algorithms such as K-Means and GMM, and an optional Autoencoder-based feature extraction.

Language: Jupyter Notebook - Size: 19.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

AishwaryaGade02/Predicting-student-dropout-rate

Build predictive models to identify students at risk of dropping out, using their demographic, academic, and social indicators.

Language: R - Size: 149 KB - Last synced at: 16 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

JustGlowing/minisom

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

Language: Python - Size: 19.1 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 1,505 - Forks: 437

AndreasLF/HowLowCanYouGo

🚀 HowLowCanYouGo – Official implementation of "How Low Can You Go? Searching for the Intrinsic Dimensionality of Complex Networks Using Metric Node Embeddings" (ICLR 2025)

Language: Python - Size: 66.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

dillondaudert/UMAP.jl

Uniform Manifold Approximation and Projection (UMAP) implementation in Julia

Language: Julia - Size: 2.72 MB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 132 - Forks: 17

jackgisby/ReducedExperiment

Containers and tools for dimensionally-reduced -omics data

Language: R - Size: 22.3 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 4 - Forks: 1

stat-ml/ncvis

Noise-Contrastive Visualization

Language: C++ - Size: 1.78 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 55 - Forks: 4

dell/jlt

Johnson-Lindenstrauss transform (JLT), random projections (RP), fast Johnson-Lindenstrauss transform (FJLT), and randomized Hadamard transform (RHT) in python 3.x

Language: Python - Size: 246 KB - Last synced at: 27 days ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 3

chiggum/pyLDLE2

Implementation of Low Distortion Local Eigenmaps and several variations of it

Language: Python - Size: 783 MB - Last synced at: 20 days ago - Pushed at: 7 months ago - Stars: 17 - Forks: 1

Draglesss/t-SNE-PSO

t-Distributed Stochastic Neighbor Embedding with Particle Swarm Optimization (TSNE-PSO) is an enhanced version of t-SNE that uses Particle Swarm Optimization instead of gradient descent for the optimization step. This implementation is based on the research paper by Allaoui et al. (2025).

Language: Python - Size: 3.22 MB - Last synced at: 18 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

benedekrozemberczki/DANMF

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

Language: Python - Size: 2.31 MB - Last synced at: 27 days ago - Pushed at: about 2 years ago - Stars: 205 - Forks: 41

Shuyib/chronic-kidney-disease-kaggle

Using machine learning models to predict if patients have chronic kidney disease based on a few features. The results of the models are also interpreted to make it more understandable to health practitioners.

Language: Jupyter Notebook - Size: 3.78 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 8 - Forks: 1

wilsonjr/humap

Hierarchical Uniform Manifold Approximation and Projection

Language: C++ - Size: 51.6 MB - Last synced at: 10 days ago - Pushed at: 3 months ago - Stars: 235 - Forks: 8

Amirreza81/Applied-Data-Science-Course

Comprehensive notes, practical exercises, and problem-solving solutions from the Applied Data Science course, covering data preprocessing, machine learning algorithms, statistical analysis, data visualization, and real-world applications.

Language: Jupyter Notebook - Size: 3.73 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

erdogant/KNRscore

KNRScore is a Python package for computing K-Nearest-Rank Similarity, a metric that quantifies local structural similarity between two maps or embeddings.

Language: Python - Size: 15.3 MB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 1

mcsorkun/ChemPlot

A python package for chemical space visualization.

Language: Jupyter Notebook - Size: 69.3 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 141 - Forks: 31

vda-lab/multi_mst Fork of TutteInstitute/fast_hdbscan

Manifold Modelling with Minimum Spanning Trees

Language: Jupyter Notebook - Size: 274 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

gdkrmr/dimRed

A Framework for Dimensionality Reduction in R

Language: R - Size: 62.5 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 73 - Forks: 16

edahelsinki/slisemap

SLISEMAP: Combining supervised dimensionality reduction with local explanations

Language: Python - Size: 62.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 17 - Forks: 3

QuantumMisaka/dpeva

Deep Potential Evolution Accelerator

Language: Python - Size: 29.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 16 - Forks: 0

gupta-v/movie-recommendation-system

Movie Recommendation System: A content-based recommendation platform built with Python, Pinecone, and Streamlit. The system provides personalized movie suggestions based on genres and metadata, allowing users to explore tailored recommendations. With interactive genre filtering & clean interface, the app enhances movie discovery , hosted on render.

Language: Python - Size: 2.54 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 1

msmbuilder/msmbuilder 📦

:building_construction: Statistical models for biomolecular dynamics :building_construction:

Language: Python - Size: 6.91 MB - Last synced at: 30 days ago - Pushed at: over 4 years ago - Stars: 158 - Forks: 95

Related Keywords
dimensionality-reduction 1,167 machine-learning 398 clustering 217 pca 207 python 190 data-science 122 classification 117 principal-component-analysis 109 unsupervised-learning 92 deep-learning 90 data-visualization 88 visualization 69 feature-selection 63 regression 63 umap 61 r 57 tsne 55 machine-learning-algorithms 52 autoencoder 52 pca-analysis 51 t-sne 48 manifold-learning 45 pandas 44 feature-extraction 43 numpy 43 logistic-regression 43 scikit-learn 41 kmeans-clustering 38 natural-language-processing 38 exploratory-data-analysis 36 sklearn 36 random-forest 35 python3 35 linear-regression 34 feature-engineering 33 neural-networks 33 data-analysis 32 neural-network 32 unsupervised-machine-learning 32 supervised-learning 32 clustering-algorithm 31 svd 30 pytorch 29 data-mining 28 statistics 27 k-means-clustering 26 nlp 26 tensorflow 26 matplotlib 26 jupyter-notebook 24 reinforcement-learning 24 svm 23 decision-trees 22 data-preprocessing 21 singular-value-decomposition 20 linear-discriminant-analysis 20 image-processing 20 regression-models 19 optimization 19 dimension-reduction 19 support-vector-machines 18 outlier-detection 18 computer-vision 17 anomaly-detection 17 recommender-system 17 lda 17 isomap 17 matlab 17 eda 17 hierarchical-clustering 16 single-cell 16 cross-validation 16 self-organizing-map 15 convolutional-neural-networks 15 kmeans 15 bioinformatics 15 time-series 15 classification-algorithm 15 keras 14 preprocessing 14 embeddings 14 linear-algebra 14 autoencoders 14 model-selection 13 embedding 13 mds 13 association-rules 13 svm-classifier 13 mnist 12 cluster-analysis 12 knn 11 diffusion-maps 11 kaggle-competition 11 matrix-factorization 11 tsne-algorithm 11 image-classification 11 cnn 11 som 11 nlp-machine-learning 11 decision-tree-classifier 10