rubenohana / Reservoir-computing-kernelsLinks
☆10Updated 4 years ago
Alternatives and similar repositories for Reservoir-computing-kernels
Users that are interested in Reservoir-computing-kernels are comparing it to the libraries listed below
Sorting:
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆94Updated 2 years ago
- Official code for the ICLR 2021 paper Neural ODE Processes☆72Updated 3 years ago
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆45Updated 3 years ago
- A Pytorch implementation of an efficient unitary neural network (https://arxiv.org/abs/1612.05231)☆33Updated 4 years ago
- Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)☆118Updated 4 years ago
- Complex domain recurrent neural network gating and Stiefel-manifold optimization in TensorFlow, Neural Information Processing Systems (Ne…☆50Updated 3 years ago
- Code for: "Neural Controlled Differential Equations for Online Prediction Tasks"☆38Updated 2 years ago
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆87Updated 2 years ago
- ☆11Updated 4 years ago
- Vector Quantile Regression☆19Updated 2 months ago
- Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series☆114Updated 2 years ago
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆43Updated 2 years ago
- Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"☆170Updated 3 years ago
- Experiments from the paper "On Second Order Behaviour in Augmented Neural ODEs"☆58Updated 8 months ago
- Official code for UnICORNN (ICML 2021)☆27Updated 3 years ago
- Code for "Generalised Interpretable Shapelets for Irregular Time Series"☆57Updated last year
- Pytorch implementation of "Inferring Causal Dependencies between Chaotic Dynamical Systems from Sporadic Time Series"☆9Updated 4 years ago
- ☆46Updated last year
- Probabilistic Auto-Encoder☆42Updated 2 years ago
- Benchmark time series data sets for PyTorch☆35Updated last year
- ☆14Updated last year
- ☆17Updated 2 years ago
- An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.☆17Updated 2 years ago
- Library for Bayesian Neural Networks in PyTorch (first version as published in ProbProg2020)☆42Updated 3 years ago
- Bayesian inference with Python and Jax.☆32Updated 2 years ago
- Sequential Neural Likelihood☆40Updated 5 years ago
- Implementations of Normalizing Flows in Pytorch/Pyro☆19Updated 5 years ago
- Code for NeurIPS 2021 paper 'Spatio-Temporal Variational Gaussian Processes'☆47Updated 3 years ago
- Differentiable computations for the signature-PDE-kernel on CPU and GPU.☆55Updated last year
- Methods and experiments for assumed density SDE approximations☆12Updated 3 years ago