Tanguy Lefort's Projects
Benchopt benchmark for Lasso
Benchopt benchmark for Sparse Logistic Regression
Benchopt benchmark for L2-regularized Logistic Regression
Benchopt benchmark for Ordinary Least Square
Benchopt benchmark for ResNet fitting on a classification task
Making your benchmark of optimization algorithms simple and open
Some visualizations of the logistic map and its link with the Mandelbrot set
CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.
The standard package for machine learning with noisy labels and finding mislabeled data. Works with most datasets and models.
Resources for communication on Benchopt
Different implementations of Conway's Game of Life.
Geometric loss functions between point clouds, images and volumes
:zap: Dynamically generated stats for your github readmes
High-quality Neural Networks for Computer Vision 😎
This is the public repo for the course HMMA238 'Software Development'
A basic python import profiler to find bottlenecks in import times
KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows
Repository for ml_mtp seminar
A first try at using shiny apps to visualize probability distributions and compute easily probabilities
Radiosurgery and gamma rays : skeletonization algorithm