000Justin000 / torchdiffeqView external linksLinks
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
☆64Feb 4, 2021Updated 5 years ago
Alternatives and similar repositories for torchdiffeq
Users that are interested in torchdiffeq are comparing it to the libraries listed below
Sorting:
- ☆77Dec 2, 2017Updated 8 years ago
- Code for "Latent ODEs for Irregularly-Sampled Time Series" paper☆585Dec 3, 2020Updated 5 years ago
- Deep Autoencoding Predictive Components☆10Mar 4, 2021Updated 4 years ago
- Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)☆697Oct 22, 2022Updated 3 years ago
- Accompanying code for the paper "Amortized reparametrization: efficient and scalable variational inference for latent SDEs☆17Nov 11, 2023Updated 2 years ago
- Official code for Generative Fractional Diffusion Models☆15Jan 16, 2025Updated last year
- Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)☆122May 11, 2021Updated 4 years ago
- A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical…☆1,517Sep 13, 2024Updated last year
- code for "Neural Jump Ordinary Differential Equations"☆30Feb 16, 2023Updated 2 years ago
- CANV: Co-Authorship Network Visualization.☆16Mar 10, 2024Updated last year
- ☆15Nov 22, 2022Updated 3 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Jan 8, 2024Updated 2 years ago
- Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.☆470Sep 4, 2025Updated 5 months ago
- NeuralFractal | A Visual Exploration of Neural Dynamical Systems☆18Jan 11, 2022Updated 4 years ago
- Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding☆24Dec 6, 2022Updated 3 years ago
- A diffusion-based framework for spatio-temporal point processes☆76Mar 25, 2024Updated last year
- ODE2VAE: Deep generative second order ODEs with Bayesian neural networks☆132Aug 27, 2024Updated last year
- NP DRAW paper released code☆20Mar 18, 2022Updated 3 years ago
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,553May 2, 2024Updated last year
- Tensorflow code for "Learning Self-Imitating Diverse Policies" (ICLR 2019)☆20Nov 26, 2020Updated 5 years ago
- Neural Graph Differential Equations (Neural GDEs)☆213Apr 15, 2021Updated 4 years ago
- ARTICo³ - Dynamic and Partially Reconfigurable Architecture for Run-Time Adaptive, High Performance Embedded Computing☆12Sep 10, 2024Updated last year
- Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.☆6,338Apr 4, 2025Updated 10 months ago
- Seq2Tens: An efficient representation of sequences by low-rank tensor projections☆30Aug 11, 2023Updated 2 years ago
- Code for paper: SDE-Net: Equipping Deep Neural network with Uncertainty Estimates☆117Oct 22, 2020Updated 5 years ago
- Code for: "Neural Controlled Differential Equations for Online Prediction Tasks"☆39Oct 19, 2022Updated 3 years ago
- Code for Transformer Hawkes Process, ICML 2020.☆204Apr 4, 2024Updated last year
- MPVAE: Multivariate Probit Variational AutoEncoder for Multi-Label Classification☆32Oct 7, 2024Updated last year
- Mutual Information State Intrinsic Control (ICLR 2021 Spotlight)☆38Mar 1, 2021Updated 4 years ago
- ☆33Aug 5, 2023Updated 2 years ago
- ☆37Jul 4, 2019Updated 6 years ago
- This is the official source code for Sequential Neural Processes.☆40Dec 8, 2022Updated 3 years ago
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆91Oct 19, 2022Updated 3 years ago
- Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs, International Conference on Machine Learning (ICML), 2025☆14Jun 23, 2025Updated 7 months ago
- Bitwyre's Software Development Kit - Algorithmic Trading☆13Oct 30, 2023Updated 2 years ago
- Foundation Model for Probabilistic Electricity Price Forecasting☆17Sep 29, 2025Updated 4 months ago
- Symbolic computation package for Go☆10Mar 15, 2025Updated 10 months ago
- Adaptive Optics plugin for MicroManager☆12May 23, 2022Updated 3 years ago
- C++ code and Python wrappers for Inference on Bayesian Non-Parametric Models☆12May 22, 2013Updated 12 years ago