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Micka lowener

  • NVIDIA
  • Paris
  • 01:03 (UTC +02:00)
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lowener / kmeans_benchmark.py
Created February 8, 2026 21:26
Micro-Benchmark of KMeans for FAISS and cuVS
#!/usr/bin/env python3
"""
Benchmark script for comparing faiss kmeans (CPU/GPU) and cuvs kmeans
on a 1Mx1024 dataset.
"""
import argparse
import sys
import time
from collections import namedtuple
@lowener
lowener / VectorSearch_QuestionRetrieval.ipynb
Last active October 9, 2024 13:51
Question retrieval task using NVIDIA cuVS for Vector search
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@lowener
lowener / image_search.ipynb
Created July 17, 2023 12:37
Similarity image search with RAPIDS Raft Vector Search
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@lowener
lowener / JADE.py
Created June 27, 2018 15:29
Joint Approximation Diagonalization of Eigen-matrices
import numpy as np
'''
Joint Approximation Diagonalization of Eigen-matrices
For more information:
- https://pdfs.semanticscholar.org/1e74/ddf23992e14182f42b173e673546824996eb.pdf
- https://www.sciencedirect.com/science/article/pii/S0165993613001222?via%3Dihub
- Independent Components Analysis with the JADE algorithm (2013, Rutledge)
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