Code for "Deep Signature Transforms" (NeurIPS 2019)
☆98Jul 25, 2024Updated 2 years ago
Alternatives and similar repositories for Deep-Signature-Transforms
Users that are interested in Deep-Signature-Transforms are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)☆311Jan 11, 2024Updated 2 years ago
- Iterated integral signature calculations☆122Jun 3, 2026Updated 2 months ago
- ☆13Dec 8, 2022Updated 3 years ago
- Code for: "A Generalised Signature Method for Time Series"☆66Jul 6, 2023Updated 3 years ago
- Foundations and Applications☆105Jun 16, 2020Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆10Oct 11, 2022Updated 3 years ago
- Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)☆125May 11, 2021Updated 5 years ago
- Differentiable computations for the signature-PDE-kernel on CPU and GPU.☆64Nov 4, 2025Updated 9 months ago
- ☆30Aug 5, 2023Updated 3 years ago
- Code for Unbiased Implicit Variational Inference (UIVI)☆15Jan 18, 2019Updated 7 years ago
- ☆137Jul 16, 2024Updated 2 years ago
- ☆17Oct 25, 2023Updated 2 years ago
- Code for the Thermodynamic Variational Objective☆26Jun 21, 2022Updated 4 years ago
- Code for "Efficient optimization of loops and limits with randomized telescoping sums"☆28May 13, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆14Oct 29, 2018Updated 7 years ago
- Signax: Signature computation in JAX☆39May 14, 2026Updated 3 months ago
- Guidelines for giving a bad scientific talk☆12Apr 14, 2022Updated 4 years ago
- A Brief Introduction to Path Signatures for Machine Learning Practitioners☆59Jul 6, 2021Updated 5 years ago
- Actor Critic using Kronecker-Factored Trust Region☆19Jul 3, 2018Updated 8 years ago
- Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)☆718Oct 22, 2022Updated 3 years ago
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆57Mar 13, 2021Updated 5 years ago
- Toolbox for working with streaming data as rough paths in Python☆54Jul 1, 2026Updated last month
- Regression Guided by Relative Ranking Using Convolutional Neural Network (R^3 CNN) for Facial Beauty Prediction☆16Feb 5, 2026Updated 6 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Pytorch implementation of 'Semi-Implicit Methods for Deep Neural Networks'☆25May 13, 2019Updated 7 years ago
- ☆12Oct 8, 2020Updated 5 years ago
- Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.☆488Sep 4, 2025Updated 11 months ago
- ☆32Jan 24, 2018Updated 8 years ago
- Limitations of the Empirical Fisher Approximation☆50Mar 3, 2025Updated last year
- Lecture notes from Introduction to Conformal Field Theory course given by Dr. Tobias Osborne.☆16Sep 7, 2021Updated 4 years ago
- Code for the paper Volatility is (mostly) path-dependent☆77Mar 22, 2024Updated 2 years ago
- Numerical integration of Ito or Stratonovich SDEs☆169Apr 9, 2023Updated 3 years ago
- ☆14Aug 18, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Efficient implementation of Learning Time-Series Shapelets using keras☆25Aug 29, 2017Updated 9 years ago
- ☆42Jun 19, 2023Updated 3 years ago
- A PyTorch implementation of Conditional PixelCNNs☆27Jan 24, 2018Updated 8 years ago
- This notebook presents an example of the equal risk pricing framework with deep hedging from my paper Carbonneau, A. and Godin, F. (2020)…☆16Oct 15, 2021Updated 4 years ago
- Code for "Inference Suboptimality in Variational Autoencoders"☆16Mar 17, 2020Updated 6 years ago
- A lightweight library for tensorflow 2.0☆65Dec 3, 2019Updated 6 years ago
- ☆12Dec 7, 2017Updated 8 years ago