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Name: Alexander Fengler
Type: User
Location: Providence, RI
Name: Alexander Fengler
Type: User
Location: Providence, RI
Collection of Tools for fitting attentional drift diffusion models (standard drift diffusion models included)
Personal Webpage
Notes, references, codes, and everything in between for a reading group on application of advanced statistics.
Collection of Category Learning Algorithms
:memo: An awesome Data Science repository to learn and apply for real world problems.
A topic-centric list of HQ open datasets. PR ☛☛☛
BAyesian Model-Building Interface (Bambi) in Python.
A Python library for amortized Bayesian workflows using generative neural networks.
Repo with intended Blog Posts.
R package for bridge sampling
computational and brain/behavior modeling
Implements HBI algorithms from Piray et. al. (2019)
Github repository for working paper: A clash between worlds: Posterior Amortization and the Scientific Workflow
Some implementations of Conditional Variational Autoencoders with Tensorflow Probability Layers
A blog post and associated code regarding the distribution of end-states of a markov-accumulator process when changing the amount of steps we allow the process to propagate
Drift Diffusion Model simulation.
Code for project in which drift depends on dynamical systems
A collection of (mostly) technical things every software developer should know
Example models for Stan
An experiment that lets the participant take decisions over differing amount of items on the screen, which have been rated before. Coded with the help of Psychtoolbox. Ready for eyetracking (Eyelink).
N Back working memory task, coded with the help of the Matlab Psychtoolbox. A number of difficulty levels included.
Formulas for mixed-effects models in Python
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
HDDM is a python module that implements Hierarchical Bayesian parameter estimation of Drift Diffusion Models (via PyMC).
Material for a basic HDDM Tutorial Workshop
Code for a Tutorial on using the Neural Network Extension of HDDM
Scripts and Tutorial as in the Tutorial Paper for HDDM
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.