Machine Learning

Extending approximate Bayesian computation with supervised machine learning to infer demographic history from genetic polymorphisms using DIYABC Random Forest
Simulation-based methods such as approximate Bayesian computation (ABC) are well-adapted to the analysis of complex scenarios of …
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Kernel Operations on the GPU, with Autodiff, without Memory Overflows
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BenchOpt
Benchmark repository for optimization
Mar 8, 2021 IMAG, Machine Learning
Code Doc
R shiny: building interactive graphical applications seamlessly
ML-MTP online meeting, IMAG, Montpellier (France)
Feb 18, 2021 14:00 — 15:00 Online (from IMAG, Montpellier University, France)
Slides
KeOps: seamless Kernel Operations on GPU without memory overflows
useR 2020, online (originally Saint-Louis, Missouri, USA, cancelled due to Covid-19 crisis)
Jul 15, 2020 10:00 — 10:15 Online (originally Saint-Louis, Missouri, USA, cancelled due to Covid-19 crisis)
Code Video Doc CRAN
DIYABC-RF GUI
Graphical User Interface for DYIABC-RF software
Jul 10, 2020 diyabc, IMAG, Machine Learning, Population genetics
Code Doc Publi
Introduction to Machine Learning
Transverse Thematic Meeting on Machine Learning/Deep Learning, Centre de Biochimie Structurale (CBS), Montpellier (France)
Mar 12, 2020 09:15 — 10:15 Centre de Biochimie Structurale (CBS), Montpellier (France)
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)
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