Projects in Awesome Lists tagged with rough-paths
A curated list of projects in awesome lists tagged with rough-paths .
https://github.com/patrick-kidger/neuralcde
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
controlled-differential-equations deep-learning deep-neural-networks differential-equations dynamical-systems machine-learning neural-differential-equations neural-networks pytorch rough-paths time-series
Last synced: 17 Nov 2025
https://github.com/patrick-kidger/NeuralCDE
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
controlled-differential-equations deep-learning deep-neural-networks differential-equations dynamical-systems machine-learning neural-differential-equations neural-networks pytorch rough-paths time-series
Last synced: 01 Apr 2025
https://github.com/patrick-kidger/signatory
Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)
deep-learning deep-neural-networks logsignature logsignatures machine-learning pytorch rough-paths signature signatures
Last synced: 17 Nov 2025
https://github.com/jambo6/neuralRDEs
Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)
controlled-differential-equations deep-learning machine-learning neural-cdes numerical-methods pytorch rough-paths signatures time-series time-series-analysis
Last synced: 03 Oct 2025
https://github.com/patrick-kidger/deep-signature-transforms
Code for "Deep Signature Transforms" (NeurIPS 2019)
machine-learning rough-paths signature signatures time-series
Last synced: 11 Mar 2026
https://github.com/remigenet/sigkan
SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
kolmogorov-arnold-networks rough-paths signature temporal tensorflow2 time-series
Last synced: 17 Jun 2025
https://github.com/remigenet/SigKAN
SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
kolmogorov-arnold-networks rough-paths signature temporal tensorflow2 time-series
Last synced: 01 Aug 2025