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Dan McNamee's Projects

computation-thru-dynamics icon computation-thru-dynamics

Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.

dimension icon dimension

Ported theme of Dimension by HTML5 UP. One page responsive site with modals instead of pages.

flexmodehc icon flexmodehc

Flexible modulation of sequence generation in the entorhinal-hippocampal system.

generative-models icon generative-models

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

gym-grid icon gym-grid

A simple Gridworld environment for Open AI gym

kabuki icon kabuki

kabuki is a python toolbox that allows easy creation of hierarchical bayesian models for the cognitive sciences.

largescaleot icon largescaleot

Stochastic algorithms for computing Regularized Optimal Transport

latent_ode icon latent_ode

Code for "Latent ODEs for Irregularly-Sampled Time Series" paper

mazelab icon mazelab

A customizable framework to create maze and gridworld environments

mind_2019 icon mind_2019

Materials for Methods in Neuroscience at Dartmouth (MIND) 2019 Summer School on Cognitive Maps

new-tab-links icon new-tab-links

Chrome extension that displays the time and a selection of links

nipype icon nipype

Workflows and interfaces for neuroimaging packages

ofc icon ofc

Optimal feedback control

openstreetmap icon openstreetmap

MATLAB interface to OpenStreetMap (load maps, extract road connectivity, plot road network & find shortest path)

phd-bibliography icon phd-bibliography

References on Optimal Control, Reinforcement Learning and Motion Planning

pmtk3 icon pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

pymc icon pymc

PyMC version 3 (PyMC 2 is in branch 2.3)

pyvowpal icon pyvowpal

Python wrapper for the Vowpal Wabbit machine learning library.

snc icon snc

Stochastic Network Control agents and environments

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

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