pyrates-neuroscience

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5 repositories

PyRates
Public
Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.
tensorflow julia numpy matlab pytorch scientific-computing neural-networks simulations code-generation dynamical-systems
Python
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GNU General Public License v3.0
•8•74•2•0•Updated Aug 19, 2024Aug 19, 2024
PyCoBi
Public
Python package for automated bifurcation analysis and parameter continuations, based on Auto-07p.
dynamical-systems differential-equations bifurcation fortran90 bifurcation-analysis parameter-continuation phase-transitions bifurcation-detection auto-07p python
Python
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GNU General Public License v3.0
•2•21•1•0•Updated Aug 16, 2024Aug 16, 2024
RectiPy
Public
A tool for recurrent neural network training in Python, based on PyTorch and PyRates.
optimization recurrent-neural-networks spiking-neural-networks differential-equations python deep-learning neural-network pytorch
Python
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GNU General Public License v3.0
•1•6•0•0•Updated Jun 24, 2024Jun 24, 2024
use_examples
Public
Code to reproduce the use examples published in SIAM 2022
code-generation dynamical-systems computational-modeling pyrates
Jupyter Notebook
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GNU General Public License v3.0
•1•3•0•0•Updated Jun 24, 2024Jun 24, 2024
PySearch
Public
Functionalities for distributed parameter searches and optimizations.
Python
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GNU General Public License v3.0
•1•1•0•0•Updated Jan 14, 2022Jan 14, 2022