CEID HPCLAB

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1. DistPCA DistPCA Public

   A high-performance out-of-core framework for tera-scale genomic PCA across multi-node HPC clusters.

   C++ 5

2. K-IPO K-IPO Public

   Kendall-constrained importance preserving oversampling for imbalanced tabular data.

   Jupyter Notebook 5

3. Mneme Mneme Public

   A parallel preprocessing framework for large tabular datasets.

   Python 2

4. BlockAwareTabPipeline BlockAwareTabPipeline Public

   A block-aware distributed data pipeline for out-of-core tabular ML, featuring MPI-based preprocessing and cache-aware loading.

   Python 2

5. Mneme.jl Mneme.jl Public

   Parallel out-of-core tabular data preprocessing in Julia.

   Julia 1

6. torc_lite torc_lite Public

   Torc-Lite: A lightweight task-parallel runtime combining MPI and POSIX threads for dynamic scheduling and load balancing on multicore systems and clusters.

   Makefile