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Jamal Amani Rad's Projects

afex icon afex

Analysis of Factorial EXperiments (R package)

bayescog_wien icon bayescog_wien

Teaching materials for BayesCog at Faculty of Psychology, University of Vienna

brms icon brms

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

dmccpp icon dmccpp

Cpp implementation of the diffusion process model (Diffusion Model for Conflict Tasks, DMC) presented in Automatic and controlled stimulus processing in conflict tasks: Superimposed diffusion processes and delta functions (https://www.sciencedirect.com/science/article/pii/S0010028515000195). NB. See also R package DMCfun for further functionality including fitting procedures.

dmcfun icon dmcfun

R/Cpp implementation of the diffusion process model (Diffusion Model for Conflict Tasks, DMC) presented in Automatic and controlled stimulus processing in conflict tasks: Superimposed diffusion processes and delta functions (https://www.sciencedirect.com/science/article/pii/S0010028515000195)

dmcmatlab icon dmcmatlab

MATLAB implementation of the diffusion process model (Diffusion Model for Conflict Tasks, DMC) presented in Automatic and controlled stimulus processing in conflict tasks: Superimposed diffusion processes and delta functions (https://www.sciencedirect.com/science/article/pii/S0010028515000195). NB. See also R package DMCfun for further functionality including fitting procedures.

experimental-psychology icon experimental-psychology

Course materials for PSYC 11: Laboratory in Psychological Science, Dartmouth College (Instructor: Jeremy Manning)

ggseg icon ggseg

Plotting tool for brain atlases, in ggplot

glambox icon glambox

A python toolbox for the Gaze Weighted Linear Accumulator Model (GLAM)

gsoc icon gsoc

NumFOCUS Google Summer of Code Materials

hddm_attention icon hddm_attention

The current repository is able to assess the relationship between EEG components and HDDM parameters of top-down attention in perceptual decision-making using a multiple regression model

idealstan icon idealstan

idealstan offers item-response theory (IRT) ideal-point estimation for binary, ordinal, counts and continuous responses with time-varying and missing-data inference. Latent space model also included. Full and approximate Bayesian sampling with 'Stan' (www.mc-stan.org).

jk-vita icon jk-vita

A simple LaTeX academic CV template

jspsych icon jspsych

A JavaScript library for creating and running behavioral experiments in a web browser

math icon math

The Stan Math Library is a C++ template library for automatic differentiation of any order using forward, reverse, and mixed modes. It includes a range of built-in functions for probabilistic modeling, linear algebra, and equation solving.

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