#dimensionality-reduction
#dimensionality-reduction

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Supercharge ML: Your Guide to GPU-Accelerated cuML and XGBoost | HackerNoon

GPU acceleration can greatly enhance traditional machine learning workflows

Focus on cuML, XGBoost, and dimensionality reduction techniques for efficient data processing

Amortized BGPLVM: Improved Dimensionality Reduction for scRNA-seq | HackerNoon

The study proposes an improved model for single-cell data that aligns generative models with specific challenges, resulting in significant performance improvements.

fromHackernoon

2 months ago

Scalable & Interpretable Dimensionality Reduction for scRNA-seq | HackerNoon

Current scalable Gaussian Process Latent Variable Models (GPLVMs) are not effective for clustering cell types, prompting the introduction of the improved BGPLVM model designed specifically for single-cell RNA-seq analysis.

Scala

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#dimensionality-reduction#dimensionality-reduction

Supercharge ML: Your Guide to GPU-Accelerated cuML and XGBoost | HackerNoon

Amortized BGPLVM: Improved Dimensionality Reduction for scRNA-seq | HackerNoon

Scalable & Interpretable Dimensionality Reduction for scRNA-seq | HackerNoon

#dimensionality-reduction
#dimensionality-reduction