Python

Kernel Operations on the GPU, with Autodiff, without Memory Overflows
Cite HAL publi software code
A non exhaustive tour of optimization-related tools for machine learning and statistics in R
“State of the R” online session, AgroParisTech, Paris (France)
Jan 22, 2021 14:00 — 17:00 AgroParisTech, Paris (France)
Slides
Loter2: Genome-wide local ancestry inference in admixed individuals with scalable penalized nearest neighbor algorithm
GenomeHarvest project seminar, CIRAD, Montpellier (France)
Feb 24, 2020 14:00 — 15:00 Montpellier (France)
Genome-wide local ancestry inference in admixed individuals with scalable penalized nearest neighbor algorithm
Statistical Methods for Post Genomic Data (SMPGD) 2020, Pasteur Institute, Paris, France
Jan 23, 2020 16:50 — 17:10 Pasteur Institute, Paris, France
Seamless Kernel Operations on GPU, with auto-differentiation and without memory overflows
SciDoLySE Meeting, Lyon University, Villeurbanne (France)
Jan 7, 2020 14:00 — 15:00 Villeurbanne (France)
KeOps
Seamless Kernel Operations on GPU with auto-differentiation and without memory overflows
Oct 9, 2019 IMAG, KeOps, Machine Learning
Code Doc CRAN
KeOps: seamless Kernel Operations on GPU, with auto-differentiation and without memory overflows
Journées Calcul et Données (JCAD) 2019, Toulouse Federal University, Toulouse (France)
Oct 9, 2019 10:25 — 10:50 Toulouse Federal University, Toulouse (France)
Code Doc CRAN
ckn-tf
Re-implementation of Convolutional Kernel Network (CKN) from Mairal (2016) in Python based on the TensorFlow framework
Jul 26, 2018 MACARON, Solaris, Inria, Machine Learning, Deep Learning
Code
Loter
Python package for haplotype phasing and local ancestry inference (population genetics)
May 19, 2018 Loter, Solaris, Inria, Machine Learning, Population genetics
Code Publi
SPAMS
Optimization toolbox for sparse estimation, implementing algorithms that solve machine learning and signal processing problems involving sparse regularizations.
Feb 23, 2017 MACARON, Solaris, Inria, Machine Learning
Website Code Code (Python) Code (R)
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