fabridamicelli / kuramoto
Python implementation of the Kuramoto model
☆145Updated 10 months ago
Alternatives and similar repositories for kuramoto:
Users that are interested in kuramoto are comparing it to the libraries listed below
- The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynami…☆261Updated 2 weeks ago
- Machine Learning with Echo State Networks, a scikit-learn compatible package.☆38Updated 4 months ago
- Higher-Order Interactions☆36Updated 5 months ago
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆37Updated last year
- Tool to numerically solve and analyse simplicial Kuramoto models.☆19Updated last year
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆65Updated 2 months ago
- An open source implementation to compute bi-variate Transfer Entropy.☆31Updated 4 years ago
- Python package of EDM tools☆127Updated 2 months ago
- A Python package for construction and analysis of ordinal partition networks from time-series data.☆17Updated last month
- A reservoir computing toolbox for neuroscientists☆96Updated 4 months ago
- CompleX Group Interactions (XGI) is a Python package for higher-order networks.☆209Updated this week
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆146Updated 10 months ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆58Updated 4 months ago
- ☆12Updated 3 years ago
- Exercises and examples for the latent dynamics workshop☆17Updated last year
- Higher-order interactions toolbox☆11Updated 3 years ago
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)☆43Updated 7 months ago
- A drift-diffusion modeling (DDM) framework for Python☆93Updated last month
- ☆31Updated last year
- Comparative analysis of pairwise interactions in multivariate time series.☆221Updated last week
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆80Updated 8 months ago
- list of brain networks ready to be downloaded for your brainhacking pleasure☆75Updated last year
- Framework for Information Theoretical analysis of Electrophysiological data and Statistics☆91Updated last week
- A generalised Gaussian process method for learning vector fields over non-Euclidean domains. Particularly useful for EEG data analysis an…☆23Updated 6 months ago
- A Python Wrapper for the Inform Information Analysis Library☆53Updated 5 years ago
- ☆16Updated 2 years ago
- This reading list is centered around the practical application of linear dynamical systems models to predict neural data☆38Updated 3 years ago
- Python package for Integrated Information Decomposition (PhiID)☆17Updated last year
- Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.☆93Updated this week
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago