Meysam Hashemi's repositories
Epileptor2D
EpileptorParameterInference
Inference_MFM
Inference on a mean-field model of spiking neurons
BVEP
The Bayesian Virtual Epileptic Patient: a probabilistic framework designed to infer the spatial map of epileptogenicity in a personalized large-scale brain model of epilepsy spread
stan
Stan development repository (home page is linked below). The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
abcpy
ABCpy package
awesome-neural-sbi
Community-sourced list of papers and resources on neural simulation-based inference.
BAP
Bayesian Analysis with Python (Second Edition)
bayescogsci
Draft of book entitled An Introduction to Bayesian Data Analysis for Cognitive Science by Nicenboim, Schad, Vasishth
BayesFlow
A Python library for amortized Bayesian workflows using generative neural networks.
Bayesian_Optimization
Bayesian Optimization to find the global min/max of a black box function.
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
botorch
Bayesian optimization in PyTorch
dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
dynamax
State Space Models library in JAX
flowMC
Normalizing-flow enhanced sampling package for probabilistic inference in Jax
GPflow
Gaussian processes in TensorFlow
neurolib
Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿🔬
normalizing-flows
PyTorch implementation of normalizing flow models
PCNtoolkit
Toolbox for normative modelling and spatial inference of neuroimaging data. https://pcntoolkit.readthedocs.io/en/latest/
personalwebpage
This is my webpage.
pysindy
A package for the sparse identification of nonlinear dynamical systems from data
pytorch-Deep-Learning
Deep Learning (with PyTorch)
scikit-optimize
Sequential model-based optimization with a `scipy.optimize` interface
SourceEstimation
SEEG Source Localization
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022