Kyle Dunovan's repositories
iPython-Notebook-Theme
Personal theme that I use for iPython notebooks
jupyterlab_materialdarker
The Material Darker theme for JupyterLab
rMSPRT
Matlab code implementing the recursive multi-hypothesis sequential probabilty ratio test (rMSPRT), as introduced in Caballero JA, Humphries MD, Gurney KN (2018) A probabilistic, distributed, recursive mechanism for decision-making in the brain. PLoS Comput Biol 14(4): e1006033. https://doi.org/10.1371/journal.pcbi.1006033
Statistical-Rethinking-with-Python-and-PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
bayesian-neural-network-blogpost
Building a Bayesian deep learning classifier
CogModeling
Cognitive modeling resources
DABEST-python
Data Analysis with Bootstrapped ESTimation
fast-dm-gui
A python-based graphical user interface for Windows users of fast-dm - a diffusion model analysis tool.
glam
Code associated with our manuscript "Gaze Bias Differences Capture Individual Choice Behavior"
go-robot-nogo-robot
Exploring the role of striatal D1-MSNs and D2-MSNs in action selection using a robotic framework
idea_relations
A framework to identify relations between ideas in temporal text corpora.
MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
ml-twitter-sentiment-analysis
Jupyter Notebook + Python code of twitter sentiment analysis
nddm_simulations
Some simulations of the neural drift diffusion model
odsc-east-python-2018
Introduction to Python for Data Science
statsintro_python
Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"
volatileValues
volatileValues parameter generation, simulation, & analysis.
WhirlwindTourOfPython
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"