Natalie Klein's repositories
CvT
This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.
DESPERATE
Denoising SSNMR Library
fullsspruce-public
Publicly-accessible repo for Full Spin System Prediction with UnCertainty (FullSSPrUCe)
IEEE_TGRS_SpectralFormer
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image classification with transformers, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
MAPIE
A scikit-learn-compatible module for estimating prediction intervals.
multiverse
Bayesian model selection for neural networks
neural-ode
Experiments with Neural Ordinary Differential Equations on image and text classification tasks
SEPIA
Simulation-Enabled Prediction, Inference, and Analysis: physics-informed statistical learning.
SplitML
SplitML (Signal Processing Library for Interference rejecTion by Machine Learning) is a code repository for a set of tools for interference rejection in complex time-domain signals.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
torchdyn
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods