high-dimensional

There are 48 repositories under high-dimensional topic.

  • Angel-ML/angel

    A Flexible and Powerful Parameter Server for large-scale machine learning

    Language:Java6.7k4466071.6k

  • PKU-DAIR/Hetu

    A high-performance distributed deep learning system targeting large-scale and automated distributed training.

    Language:Python2587029

  • varun-suresh/Clustering

    Implements "Clustering a Million Faces by Identity"

    Language:Python135171041

  • attcs/Octree

    Octree/Quadtree/N-dimensional linear tree

    Language:C++11732914

  • jupyterlab/jupyterlab-hdf5

    Open and explore HDF5 files in JupyterLab. Can handle very large (TB) sized files, and datasets of any dimensionality

    Language:Jupyter Notebook115165027

  • davisidarta/dbMAP

    A fast, accurate, and modularized dimensionality reduction approach based on diffusion harmonics and graph layouts. Escalates to millions of samples on a personal laptop. Adds high-dimensional big data intrinsic structure to your clustering and data visualization workflow.

    Language:Python47244

  • dylanljones/lattpy

    Simple and efficient Python package for modeling d-dimensional Bravais lattices in solid state physics.

    Language:Python391411

  • ZewenShen/hdp

    A numerical library for High-Dimensional option Pricing problems, including Fourier transform methods, Monte Carlo methods and the Deep Galerkin method

    Language:Python28206

  • 0la0/psoViz

    Particle Swarm Optimization Visualization

    Language:Java252111

  • KonstantinRiedl/CBOGlobalConvergenceAnalysis

    Numerical illustration of a novel analysis framework for consensus-based optimization (CBO) and numerical experiments demonstrating the practicability of the method

    Language:MATLAB18114

  • BenjoCowley/DataHigh

    DataHigh: A graphical user interface for visualizing and interacting with high-dimensional neural activity

    Language:MATLAB16218

  • LamNgo1/cma-meta-algorithm

    [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy

    Language:Python14100

  • transbioZI/BioMM

    BioMM: Biological-informed Multi-stage Machine learning framework for phenotype prediction using omics data

    Language:HTML14301

  • tzanis-anevlavis/cis2m

    Controlled Invariant Sets in Two Moves

    Language:MATLAB12105

  • CY-dev/hqreg

    Regularization Paths for Huber Loss Regression and Quantile Regression Penalized by Lasso or Elastic-Net

    Language:C9352

  • sandialabs/SpokeDartsPublic

    SpokeDarts sphere-packing sampling in any dimension. Advancing front sampling from radial lines (spokes) through prior samples.

    Language:C++9517

  • erdogant/flameplot

    flameplot is a python package for the quantification of local similarity across two maps or embeddings.

    Language:Python8221

  • haeran-cho/fnets

    Implementation of the FNETS methodology proposed in Barigozzi, Cho and Owens (2024) for network estimation and forecasting of high-dimensional time series

    Language:R7405

  • sunghoonhong/VI-GAIL

    Video Input Generative Adversarial Imitation Learning

    Language:Python7300

  • CY-dev/sparseSVM

    Solution Paths of Sparse Linear Support Vector Machine with Lasso or ELastic-Net Regularization

    Language:C6513

  • liangzp/DP-Streaming-SCO

    Official Implementation of On Optimal Private Online Stochastic Optimization and High Dimensional Decision Making

    Language:Jupyter Notebook4100

  • XZT008/Standard-GP-is-all-you-need-for-HDBO

    Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks

    Language:Python4

  • KonstantinRiedl/PSOAnalysis

    Numerical analysis of Particle Swarm Optimization (PSO) and numerical experiments demonstrating the practicability of the method

    Language:MATLAB3101

  • Oncostat/biospear

    Biomarker selection in penalized regression models

    Language:R3312

  • petroniocandido/ts_lsh

    Locally Sensitive Hashing based embedding for High Dimensional Multivariate Time Series

    Language:Python3200

  • anhdanggit/nowcasting-google-queries

    Replicate the results of nowcasting housing sales by Google Queries, using Bayesian Structural Time-Series Model (Choi & Varian, 2009, 2012).

    Language:R2105

  • cateschi/High_dimensional_state_space_model

    R codes and dataset for the estimation of the high-dimensional state space model proposed in the paper "A dynamic factor model approach to incorporate Big Data in state space models for official statistics" with Franz Palm, Stephan Smeekes and Jan van den Brakel.

    Language:R2204

  • egpivo/QuantRegGLasso

    R Package: Adaptively weighted group lasso for semiparametic quantile regression models

    Language:R2100

  • h-saadatmand/High-dimensional-Feature-Selection-SIFE-MATLAB

    An Efficeint and Fast Wrapper-based High-dimensional Feature Selection(SIFE) in MATLAB

    Language:MATLAB2101

  • hedigers/RandomForestTest

    Random Forest Two Sample Testing

    Language:R2300

  • noirritchandra/Lamb

    Codes for Chandra, et al. (2021+). Escaping the curse of dimensionality in Bayesian model based clustering. Please refer to the original paper for details https://arxiv.org/abs/2006.02700

    Language:C++2123

  • Waschmann/q-OCSVM

    A q-quantile estimator for high-dimensional distributions

    Language:Python2100

  • YNU-NakataLab/DR-MCEA-D

    High-Dimensional Expensive Optimization by Classification-based Multiobjective Evolutionary Algorithm with Dimensionality Reduction

    Language:MATLAB1000

  • YNU-NakataLab/DSEA-D

    A Dual Surrogate-based Evolutionary Algorithm for High-Dimensional Expensive Multiobjective Optimization Problems

    Language:MATLAB1000

  • YNU-NakataLab/MCEA-D

    Multiple Classifiers-Assisted Evolutionary Algorithm Based on Decomposition for High-Dimensional Multiobjective Problems

    Language:MATLAB1000

  • YNU-NakataLab/SFA-DE

    Evolutionary multiobjective optimization assisted by scalarization function approximation for high-dimensional expensive problems

    Language:MATLAB1000