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9 search results found

Boostaroota ⭐ 139

A fast xgboost feature selection algorithm

Tiny_ml ⭐ 137

numpy 实现的周志华《机器学习》书中的算法及其他一些传统机器学习算法

Ristretto ⭐ 94

Randomized Dimension Reduction Library

Toolkit for highly memory efficient analysis of single-cell RNA-Seq, scATAC-Seq and CITE-Seq data. Analyze atlas scale datasets with millions of cells on laptop.

Hippyflow ⭐ 32

Dimension reduced surrogate construction for parametric PDE maps

Reductionwrappers ⭐ 32

R wrappers to connect Python dimensional reduction tools and single cell data objects (Seurat, SingleCellExperiment, etc...)

A fast, scalable and light-weight C++ Fréchet and DTW distance library, exposed to python and focused on clustering of polygonal curves.

Reconstruction And Compression Of Color Images ⭐ 18

Reconstruction and Compression of Color Images Using Principal Component Analysis (PCA) Algorithm

Multivariate_analysis_examples ⭐ 13

Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://archive.ics.uci.edu/ml/datasets/Concrete+S Credit to Professor I-Cheng Yeh.

Ml2018spring ⭐ 8

NTUEE 2018 spring course - Machine Learning (Pei-Yuan Wu, Hung-Yi Lee, Tsungnan Lin)

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