blaisedelattre's starred repositories
flash-attention
Fast and memory-efficient exact attention
mistral-src
Reference implementation of Mistral AI 7B v0.1 model.
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
pytorch-cifar
95.47% on CIFAR10 with PyTorch
torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models
normalizing-flows
PyTorch implementation of normalizing flow models
smoothing-adversarial
Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"
sparse_dot
Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication
bml-course
Public repo for course material on Bayesian machine learning at ENS Paris-Saclay and Univ Lille
DirectRandomTargetProjection
PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct feedback alignment (DFA), and direct random target projection (DRTP).
diffusion_denoised_smoothing
Certified robustness "for free" using off-the-shelf diffusion models and classifiers
theoretical_framework_for_target_propagation
Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation
Torch-ARPACK
Fast extremal eigensolvers for PyTorch.
Upper-Bound-Lipschitz-Convolutional-Layers
On Lipschitz Regularization of Convolutional Layers using Toeplitz Matrix Theory
scalingDTP
"Towards Scaling Difference Target Propagation by Learning Backprop Targets" (ICML 2022)