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GitHub / jambo6 / neuralRDEs
Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jambo6%2FneuralRDEs
Stars: 112
Forks: 13
Open Issues: 2
License: None
Language: Jupyter Notebook
Repo Size: 2.97 MB
Dependencies:
9
Created: over 3 years ago
Updated: about 2 months ago
Last pushed: about 3 years ago
Last synced: 25 days ago
Topics: controlled-differential-equations, deep-learning, machine-learning, neural-cdes, numerical-methods, pytorch, rough-paths, signatures, time-series, time-series-analysis
Files
Dependencies
- numpy ==1.18.4
- pandas ==1.0.3
- pytorch-ignite ==0.3.0
- sacred ==0.8.1
- scikit-learn ==0.22.2.post1
- sktime ==0.3.1
- torch ==1.4.0
- torchdiffeq ==0.1.0
- tqdm ==4.46.0