Differentiable computations for the signature-PDE-kernel on CPU and GPU.
☆64Nov 4, 2025Updated 10 months ago
Alternatives and similar repositories for sigkernel
Users that are interested in sigkernel are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A scikit-learn compatible Python package for GPU-accelerated computation of the signature kernel using CuPy.☆52Jun 6, 2025Updated last year
- Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)☆311Jan 11, 2024Updated 2 years ago
- Signax: Signature computation in JAX☆39May 14, 2026Updated 3 months ago
- Example applications of path signatures☆42Apr 17, 2026Updated 4 months ago
- Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances☆50May 23, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- SigFormer: Signature Transformer for Deep Hedging (ICAIF 2023)☆20Oct 23, 2023Updated 2 years ago
- Code accompanying the paper "Non-adversarial training of Neural SDEs with signature kernel scores".☆22Sep 8, 2024Updated last year
- Code for the NeurIPS 2021 paper "Higher Order Kernel Mean Embeddings to Capture Filtrations of Stochastic Processes".☆10Oct 27, 2021Updated 4 years ago
- Iterated integral signature calculations☆122Jun 3, 2026Updated 3 months ago
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆58Nov 27, 2022Updated 3 years ago
- esig python package☆55Dec 17, 2024Updated last year
- Kernel Identification Through Transformers☆14May 19, 2023Updated 3 years ago
- Code for "Deep Signature Transforms" (NeurIPS 2019)☆98Jul 25, 2024Updated 2 years ago
- Code for: "Neural Controlled Differential Equations for Online Prediction Tasks"☆42Oct 19, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Construction of control systems from predictive models via Quantization, Simulation, Modeling, Optimization☆12Sep 15, 2023Updated 2 years ago
- [ICML 2025] Local Manifold Approximation and Projection for Manifold-Aware Diffusion Planning☆19Jun 5, 2025Updated last year
- Interactive brokers integration for live trading using Rob Carver's pysystem trade backtester.☆10May 15, 2018Updated 8 years ago
- A library for coreset algorithms, written in JAX for fast execution and GPU support.☆43Updated this week
- Code for: "A Generalised Signature Method for Time Series"☆66Jul 6, 2023Updated 3 years ago
- Spectral Attention Autoregressive Model (SAAM)☆17Oct 27, 2022Updated 3 years ago
- Max/MSP, PureData and Unity plugins to load Pytorch models☆26Oct 31, 2023Updated 2 years ago
- Evidential Calibration☆11Mar 8, 2022Updated 4 years ago
- Code and pretrained models accompanying the paper "Ensembling geophysical models using Bayesian Neural Networks"☆10Jul 11, 2022Updated 4 years 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.
- implementation of the two-factor quintic OU model☆14Mar 19, 2025Updated last year
- A Jupyter book accompanying the ISMIR 2023 tutorial Introduction to DIfferentiable Audio Synthesiser Programming☆62Jun 30, 2025Updated last year
- Official implementation of Sharpness-Aware Flow Matching☆17Jul 25, 2026Updated last month
- Raytracing for your ears.☆16Mar 24, 2015Updated 11 years ago
- ☆10Oct 11, 2022Updated 3 years ago
- Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.☆489Sep 4, 2025Updated last year
- Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)☆718Oct 22, 2022Updated 3 years ago
- ☆18May 2, 2024Updated 2 years ago
- ☆11Aug 22, 2026Updated 2 weeks ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The official implementation of DMEL the method presented in the paper "DMEL: The differentiable log-Mel spectrogram as a trainable layer …☆24Dec 21, 2024Updated last year
- Mesostructures: Beyond Spectrogram Loss in Differentiable Time-Frequency Analysis (Meso-DTFA)☆21Jun 30, 2026Updated 2 months ago
- ☆11Nov 2, 2023Updated 2 years ago
- IPython-based debugging and exploring - a collection of auxiliary functions☆16Sep 19, 2025Updated 11 months ago
- Code for Dataset and Benchmarks Submission, Neurips 2022☆13Aug 16, 2022Updated 4 years ago
- Implementation of DEFT as a fork of RED-diff.☆15Dec 6, 2024Updated last year
- Code for "Log Neural Controlled Differential Equations" (ICML 2024) and "Structured Linear CDEs" (NeurIPS 2025, Spotlight)☆33Jul 24, 2026Updated last month