{"payload":{"pageCount":1,"repositories":[{"type":"Public","name":"EchoStateNetwork","owner":"MagriLab","isFork":false,"description":"Explore Echo State Networks (ESNs) with a comprehensive implementation, validation code, and step-by-step tutorial.","allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":2,"starsCount":0,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-06-12T16:09:03.441Z"}},{"type":"Public","name":"RF_QRC","owner":"MagriLab","isFork":false,"description":"Implementation of classical and recurrence-free quantum reservoir computing for predicting chaotic dynamics","allTopics":["machine-learning","quantum-computing","reservoir-computing","chaotic-dynamical-systems","extreme-events"],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-06-12T10:44:47.668Z"}},{"type":"Public","name":"real-time-bias-aware-DA","owner":"MagriLab","isFork":true,"description":"","allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":2,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-06-07T19:22:20.350Z"}},{"type":"Public","name":"rBA-EnKF","owner":"MagriLab","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":2,"forksCount":0,"license":"MIT License","participation":[0,0,0,0,0,0,0,2,0,1,5,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,0,0],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-06-06T09:58:01.738Z"}},{"type":"Public","name":"YellowstoneTest","owner":"MagriLab","isFork":false,"description":"Quick code to test Yellowstone cluster","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":"MIT License","participation":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-31T15:34:11.797Z"}},{"type":"Public","name":"MD-CNN-AE","owner":"MagriLab","isFork":false,"description":"Mode decomposing autoencoder and related.","allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":2,"starsCount":1,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-14T10:02:54.498Z"}},{"type":"Public","name":"riemax","owner":"MagriLab","isFork":true,"description":"Riemannian geometry in JAX","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":2,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-03-10T20:34:24.852Z"}},{"type":"Public","name":".github","owner":"MagriLab","isFork":false,"description":"","allTopics":[],"primaryLanguage":null,"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-02-08T12:45:03.336Z"}},{"type":"Public","name":"Tutorials","owner":"MagriLab","isFork":false,"description":"Tutorials: Predictions in Chaotic Dynamical Systems ","allTopics":["chaos","esn","lstm"],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":0,"starsCount":1,"forksCount":0,"license":null,"participation":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,3,20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-29T21:25:05.943Z"}},{"type":"Public","name":"KolSol","owner":"MagriLab","isFork":false,"description":"Pseudospectral Kolmogorov Flow Solver","allTopics":["scientific-computing","cfd","spectral-methods","simulation"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":2,"starsCount":31,"forksCount":2,"license":"MIT License","participation":[1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-10-24T14:37:22.849Z"}},{"type":"Public","name":"HCTA","owner":"MagriLab","isFork":false,"description":"Hard-constrained neural networks for thermoacoustics","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-10-19T14:31:14.190Z"}},{"type":"Public","name":"CAE-ESN-Kolmogorov","owner":"MagriLab","isFork":false,"description":"Implementation of the convolutional autoencoder echo state netowrk (CAE-ESN) applied to the Kolmogorov flow.","allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":0,"starsCount":4,"forksCount":1,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-09-20T15:45:19.255Z"}},{"type":"Public","name":"PICR","owner":"MagriLab","isFork":false,"description":"Physics-Informed Corruption Removal","allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":0,"starsCount":1,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-05-31T14:53:06.521Z"}},{"type":"Public","name":"ESN-MFE","owner":"MagriLab","isFork":false,"description":"Prediction and control of turbulent shear flow with Echo State Networks. A. Racca and L. Magri, Lecture Notes in Computer Science (2022); Physical Review Fluids (2022).","allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":0,"starsCount":2,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-03-09T14:04:45.582Z"}},{"type":"Public","name":"PISR","owner":"MagriLab","isFork":false,"description":"Physics-Informed Super-Resolution","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":3,"starsCount":7,"forksCount":1,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-02-09T12:50:36.488Z"}},{"type":"Public","name":"NewtonWorkshop2023","owner":"MagriLab","isFork":false,"description":"Code for the Newton Institute Workshop 2023","allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":0,"starsCount":3,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-01-16T13:49:25.987Z"}},{"type":"Public","name":"IN22-Bias-aware-TADA","owner":"MagriLab","isFork":false,"description":"Bias-aware real-time thermoacoustic Data Assimilation. ","allTopics":[],"primaryLanguage":{"name":"MATLAB","color":"#e16737"},"pullRequestCount":0,"issueCount":0,"starsCount":1,"forksCount":1,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-11-01T12:06:24.159Z"}},{"type":"Public","name":"Real-time-TA-DA","owner":"MagriLab","isFork":false,"description":"Real-time thermoacoustics data assimilation","allTopics":[],"primaryLanguage":{"name":"MATLAB","color":"#e16737"},"pullRequestCount":0,"issueCount":0,"starsCount":2,"forksCount":2,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-10-14T10:33:18.804Z"}},{"type":"Public","name":"Robust-Validation-ESN","owner":"MagriLab","isFork":false,"description":"Validation strategies (including Recycle Validation and K-Fold Validation) for ESNs. A.Racca and L.Magri, Neural Networks (2021).","allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":0,"starsCount":1,"forksCount":0,"license":"MIT License","participation":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-09-27T09:38:03.466Z"}},{"type":"Public","name":"API-ESN","owner":"MagriLab","isFork":false,"description":"Automatic-differentiated Physics-Informed Echo State Network (API-ESN) for the reconstruction of hidden states in dynamical systems. A.Racca and L.Magri, Lecture Notes in Computer Science (2021).","allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":0,"starsCount":7,"forksCount":2,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-01-12T17:34:38.514Z"}}],"repositoryCount":20,"userInfo":null,"searchable":true,"definitions":[],"typeFilters":[{"id":"all","text":"All"},{"id":"public","text":"Public"},{"id":"source","text":"Sources"},{"id":"fork","text":"Forks"},{"id":"archived","text":"Archived"},{"id":"template","text":"Templates"}],"compactMode":false},"title":"Repositories"}