Dan McNamee's repositories

FlexModEHC

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

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ofc

Optimal feedback control

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atom-keyboard-shortcuts

A list of keyboard shortcuts for the Atom text editor

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atom-shortcuts

:airplane: Learn Atom's shortcuts (cheatsheet)

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cocoa-hugo-theme

Configurable, responsive blogging theme for Hugo

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computation-thru-dynamics

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

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dimension

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

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generative-models

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

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gym-grid

A simple Gridworld environment for Open AI gym

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hugo-academic

The personal website framework for Hugo

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kabuki

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

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LargeScaleOT

Stochastic algorithms for computing Regularized Optimal Transport

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latent_ode

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

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mazelab

A customizable framework to create maze and gridworld environments

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mind_2019

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

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mtheme

A modern LaTeX Beamer theme

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new-tab-links

Chrome extension that displays the time and a selection of links

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nipype

Workflows and interfaces for neuroimaging packages

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openstreetmap

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

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phd-bibliography

References on Optimal Control, Reinforcement Learning and Motion Planning

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pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

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pyhsmm

Semi-supervised HSMM

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pymc

PyMC version 3 (PyMC 2 is in branch 2.3)

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pytorch-value-iteration-networks

Pytorch implementation of Value Iteration Networks (NIPS 2016 best paper)

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PyVowpal

Python wrapper for the Vowpal Wabbit machine learning library.

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snc

Stochastic Network Control agents and environments

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torchdiffeq

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

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