Fabian Pedregosa's Projects
ICA-AROMA, as a Python package. A work in progress.
Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization
Generalized linear models via coordinate descent
composite optimization in Python
Teaching material for the Learn 2 Launch Data Science course
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
The LaTeX package 'fancyhdr'
Python wrappers for GCO alpha-expansion and alpha-beta-swaps
Google Research
San Francisco science hack day project
Hyperparameter optimization with approximate gradient
HRF estimation
Benchmark of hyperparameter optimization methods
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Hardware accelerated, batchable and differentiable optimizers in JAX.
JAXopt website
Python function as pipeline jobs.
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.
Java Statistical Analysis Tool, a Java library for Machine Learning
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.