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Hi there šŸ‘‹. My name is Fabian and

  • šŸ”­ Iā€™m currently working on making machine learning more safe and efficient.
  • šŸŽ“ You'll find all my publications in my Google Scholar.
  • šŸ“ I write a blog about optimization and machine learning: https://fa.bianp.net .
  • šŸ’¬ Ask me about optimization, machine learning.
  • šŸ“« How to reach me: [email protected] .
  • šŸ˜„ Pronouns: he/him.

Fabian Pedregosa's Projects

aroma icon aroma

ICA-AROMA, as a Python package. A work in progress.

cnn-dailymail icon cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization

copt icon copt

composite optimization in Python

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gco_python icon gco_python

Python wrappers for GCO alpha-expansion and alpha-beta-swaps

hoag icon hoag

Hyperparameter optimization with approximate gradient

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jaxopt icon jaxopt

Hardware accelerated, batchable and differentiable optimizers in JAX.

joblib icon joblib

Python function as pipeline jobs.

jquery-file-upload icon jquery-file-upload

File Upload widget with multiple file selection, drag&drop support, progress bar, validation and preview images, audio and video for jQuery. Supports cross-domain, chunked and resumable file uploads. Works with any server-side platform (Google App Engine, PHP, Python, Ruby on Rails, Java, etc.) that supports standard HTML form file uploads.

jsat icon jsat

Java Statistical Analysis Tool, a Java library for Machine Learning

keras icon keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

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