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Name: Vincent Bouttier
Type: User
Bio: Postdoctoral researcher at ENS Paris
Location: Paris
Name: Vincent Bouttier
Type: User
Bio: Postdoctoral researcher at ENS Paris
Location: Paris
Matlab code for the article “From hallucinations to synaesthesia: A circular inference account of unimodal and multimodal erroneous percepts in clinical and drug-induced psychosis”; Leptourgos P., Bouttier V., Denève S., Jardri R.; Neuroscience & Biobehavioral Reviews, 2022 - see link below
Exploratory analysis of Bayesian models with Python
Matlab code for the article “A functional theory of bistable perception based on dynamical circular inference” (Leptourgos P., Bouttier V., Jardri R., and Denève S.; PLOS Computational Biology 2020) - see link below
Interactive Tutorials
Python code to simulate neural activity based on the Circular Belief Propagation algorithm
Python code for the article “Circular inference predicts nonuniform overactivations and dysconnectivity in brain-wide connectomes”; Bouttier, Duttagupta, Denève, and Jardri; Schizophrenia Research 2021 - see link below
Class project - Probabilistic Graphical Models (Master MVA - ENS Cachan). Learning non-linear dynamical systems with the EM algorithm
Deep universal probabilistic programming with Python and PyTorch
Original implementation of the paper "SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery" by Shion Honda et al.
unet for image segmentation
Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB
N-D labeled arrays and datasets in Python
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.