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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.

scikit-fda

Functional Data Analysis Python package

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