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Hi there 👋. My name is Fabian and

  • 🔭 I’m currently working on making machine learning more safe and efficient.
  • 🎓 You'll find all my publications in my Google Scholar.
  • 📝 I write a blog about optimization and machine learning: https://fa.bianp.net .
  • 💬 Ask me about optimization, machine learning.
  • 📫 How to reach me: [email protected] .
  • 😄 Pronouns: he/him.

Fabian Pedregosa's Projects

mathjax-docs icon mathjax-docs

MathJax documentation. Beautiful math in all browsers. Beautifully documented.

minirank icon minirank

Ranking and ordinal regression algorithms in Python

minitrace icon minitrace

Multitask models with trace norm penalization

mne-python icon mne-python

MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

mord icon mord

Ordinal regression algorithms

nilearn icon nilearn

Machine learning for NeuroImaging in Python

nmtr icon nmtr

NMTR is a trust region method for the solution of dense unconstrained optimization problems. In our implementation the trust region step is determined by the gqt subroutine of Moré and Sorensen.

optax icon optax

Optax is a gradient processing and optimization library for JAX.

oreg icon oreg

Ordinal Regression algorithms

pelican icon pelican

Static blog generator in Python, using Markdown/reST syntax

pelican-bibtex icon pelican-bibtex

pelican-bibtex: Manage your academic publications page with Pelican and BibTeX

proxtv icon proxtv

Matlab and Python toolbox for fast Total Variation proximity operators

pynax icon pynax

Little visualization tools for 3D image in Python

pysofia icon pysofia

old repository, maintained version is at https://github.com/rth/pysofia

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