Clej

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

Clej.github.io

curve_shape_analysis

FedForecast

Contain a notebook and python function to perform federated averaging on foreecasting models (e.g LSTM).

FedRep

kymatio

Wavelet scattering transforms in Python with GPU acceleration

mogptk

Multi-Output Gaussian Process Toolkit

ncvx-sparse

Implementation of scikit-learn estimators for high-dimensional linear regression with sparse nonconvex regularizers.

Clej/curve_shape_analysis

Clej/FedForecast

Contain a notebook and python function to perform federated averaging on foreecasting models (e.g LSTM).

Clej/ncvx-sparse

Implementation of scikit-learn estimators for high-dimensional linear regression with sparse nonconvex regularizers.

Clej/AdaFNN

This repository is for the paper "Deep Learning for Functional Data Analysis with Adaptive Basis Layers", ICML 2021.

Clej/benchmark_lasso

Benchopt benchmark for Lasso

Clej/benchOpt

Making your benchmark of optimization algorithms simple and open

Clej/Clej.github.io

Clej/FedRep

Clej/kymatio

Wavelet scattering transforms in Python with GPU acceleration

Clej/mogptk

Multi-Output Gaussian Process Toolkit

Clej/scikit-fda

Functional Data Analysis Python package

Clej/soft-dtw-divergences

An implementation of soft-DTW divergences.

Clej/Teaching-ressources

Ressources for students (notes, code, etc)

Clej/Unbiased-SODE-discovery

Data driven discovery of governing equations (ODEs, PDE) with sparse unbiased linear estimators