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Name: Meysam Hashemi
Type: User
Bio: Postdoc at Institut de Neuroscience des Systèmes, Marseille. Bayesian inference, Brain dynamics, AI/ML, MCMC.
Twitter: meysam0873
Location: Marseille France
Name: Meysam Hashemi
Type: User
Bio: Postdoc at Institut de Neuroscience des Systèmes, Marseille. Bayesian inference, Brain dynamics, AI/ML, MCMC.
Twitter: meysam0873
Location: Marseille France
8 schools example in Stan/PyMc3/Numpyro
ABCpy package
A list of awesome resources on normalizing flows.
Bayesian Analysis with Python (Second Edition)
Draft of book entitled An Introduction to Bayesian Data Analysis for Cognitive Science by Nicenboim, Schad, Vasishth
A Python library for amortized Bayesian workflows using generative neural networks.
PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course
Notebooks about Bayesian methods for machine learning
Bayesian Optimization to find the global min/max of a black box function.
A Python implementation of global optimization with gaussian processes.
BlackJAX is a sampling library designed for ease of use, speed and modularity.
Bayesian optimization in PyTorch
Brian2 Dashboard
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
CmdStan, the command line interface to Stan
Python scripts that supplement the Coursera Computational Neuroscience course by the University of Washington
DDEs
Course: Deep Learning
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.
State Space Models library in JAX
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
EpileptorParameterInference
Example models for Stan
Normalizing-flow enhanced sampling package for probabilistic inference in Jax
Generalized linear mixed-effect model in Python
Gaussian processes in TensorFlow
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.