Clément Lejeune's repositories
FedForecast
Contain a notebook and python function to perform federated averaging on foreecasting models (e.g LSTM).
ncvx-sparse
Implementation of scikit-learn estimators for high-dimensional linear regression with sparse nonconvex regularizers.
AdaFNN
This repository is for the paper "Deep Learning for Functional Data Analysis with Adaptive Basis Layers", ICML 2021.
benchmark_lasso
Benchopt benchmark for Lasso
benchOpt
Making your benchmark of optimization algorithms simple and open
kymatio
Wavelet scattering transforms in Python with GPU acceleration
pysindy
A package for the sparse identification of nonlinear dynamical systems from data
scikit-fda
Functional Data Analysis Python package
scikit-learn
scikit-learn: machine learning in Python
soft-dtw-divergences
An implementation of soft-DTW divergences.
Teaching-ressources
Ressources for students (notes, code, etc)
Unbiased-SODE-discovery
Data driven discovery of governing equations (ODEs, PDE) with sparse unbiased linear estimators