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2023-kaggle-stanford-ribonanza-rna-folding-uceemjl

:dna: Transformer-based model for predicting reactivity profiles of RNA molecules.

distribution_regression_streams

Feature set and kernels for regression and classification on ensembles of multivariate time-series (e.g. satellite remote sensing data :earth_africa: :seedling:).

gpsig

Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances

high-order-sigkernel

High order numerical schemes for computing signature kernels using RoughPy.

higherorderkme

Code for the NeurIPS 2021 paper "Higher Order Kernel Mean Embeddings to Capture Filtrations of Stochastic Processes".

maudl3116

network

module_1 mini-project

robotics-competition

schrodinger-pde-solver

sigkernel

Differentiable computations for the signature-PDE-kernel on CPU and GPU.

sparse-binary-neural-networks

v130

Proceedings of AISTATS 2021