drzohaibh

challenge-iclr-2022

GitHub repository for the ICLR Computational Geometry & Topology Challenge 2022

DBM-Transient

DBM-Transient: A MATLAB implementation of a Deep Boltzmann Machine (DBM) in to a new transient state.

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

dreem-learning-evaluation

Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"

geomstats

Computations and statistics on manifolds with geometric structures.

KPCA-MATLAB

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

lpproj

Locality Preserving Projections in Python

megaman

megaman: Manifold Learning for Millions of Points

ML-DL_book

Machine learning, Deep learning

NPE-and-LPP

Supervised Neighborhood Preserving Embedding and Locality Presering Projections（LPP）in python

drzohaibh/DBM-Transient

DBM-Transient: A MATLAB implementation of a Deep Boltzmann Machine (DBM) in to a new transient state.

drzohaibh/challenge-iclr-2022

GitHub repository for the ICLR Computational Geometry & Topology Challenge 2022

drzohaibh/dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

drzohaibh/dreem-learning-evaluation

Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"

drzohaibh/geomstats

Computations and statistics on manifolds with geometric structures.

drzohaibh/KPCA-MATLAB

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

drzohaibh/lpproj

Locality Preserving Projections in Python

drzohaibh/megaman

megaman: Manifold Learning for Millions of Points

drzohaibh/ML-DL_book

Machine learning, Deep learning

drzohaibh/NPE-and-LPP

Supervised Neighborhood Preserving Embedding and Locality Presering Projections（LPP）in python

drzohaibh/npnn

Neighborhood Preserving Neural Network

drzohaibh/python_for_microscopists

Working

drzohaibh/sklearn-lpp

scikit-learn implementation of locality preserving projections (LPP)

drzohaibh/sklearn_tutorial

Scikit-learn tutorial

drzohaibh/sleep-datasets

Sleep datasets obtained using PSG for automatic sleep stage scoring.

drzohaibh/sleepeegpy

drzohaibh/SVDD-Python

Python code for abnormal detection using Support Vector Data Description (SVDD)

drzohaibh/Weak-Disentanglement

Code of the "Leveraging Relational Information for Learning Weakly Disentangled Representations" paper.