A. Ziaeemehr's repositories
mndynamics
A python package for An Introduction to Modeling Neuronal Dynamics by Christoph Borgers
signal_processing
Fourier transform, wavelet transform, time frequency analysis
cpp_workshop
Scientific programming toolbox with C++
workshop_scripting
Scientific programming toolbox with python
brian_dash
Brian2 Dashboard
ode_solver
ode/sde solver, using boost odeint, scipy, gsl, sde.
workshop_julia
Julia tutorial examples, binding with python. Practical examples in modeling the dynamical systems.
Adni
Adni dataset loader
fastbook
The fastai book, published as Jupyter Notebooks
graph_analysis
quick guides and examples for graph analysis
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
neuron_dash
Dashbourd for neuron models
Python
All Algorithms implemented in Python
PyTorchStepByStep
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
quick_guides
Quick guides, cheat sheets, ...
sbi-workshop
SBI Workshop jointly by Helmholtz AI + ML ⇌ Science Colaboratory
SOCS
Simulation of Complex Systems - Book - Example codes
spectral_connectivity
Frequency domain functional and directed connectivity analysis tools for electrophysiological data
workshop_ML
Machine learning tutorials and examples
workshop_sbi
my practice in simulation-based inference from mackelab