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dunovank

My interests fall into a few different buckets: cognitive and compuational neuroscience (focus of my PhD), NLP and deep representation learning (what I work on now), and tinkering with UI themes (afterhours hobby).

One manifestation of said UI tinkering is the Jupyter-Themes library for controlling the Jupyter Notebook's UI and syntax highlighting. More recently I've started working on similar themes for JupyterLab (successor to the classic Jupyter Notebook): JupyterLab Darkside Theme.

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Kyle Dunovan's Projects

fast-dm-gui icon fast-dm-gui

A python-based graphical user interface for Windows users of fast-dm - a diffusion model analysis tool.

fastdm icon fastdm

Python wrapper for the fast-dm drift diffusion model fitter

fastrp icon fastrp

Code for the CIKM 2019 Paper "Fast and Accurate Network Embeddings via Very Sparse Random Projection"

flat-remix icon flat-remix

Flat Remix icon theme is a pretty simple Linux icon theme inspired on material design. It is mostly flat with some shadows, highlights and gradients for some depth, and uses a colorful palette with nice contrasts.

flat-remix-gnome icon flat-remix-gnome

Flat Remix GNOME theme is a pretty simple shell theme inspired on material design. It follows a modern design using "flat" colors with high contrasts and sharp borders.

flat-remix-gtk icon flat-remix-gtk

Flat Remix GTK theme is a pretty simple gtk window theme inspired on material design. It follows a modern design using "flat" colors with high contrasts and sharp borders.

flatabulous icon flatabulous

This is a Flat theme for Ubuntu and other Gnome based Linux Systems.

former icon former

Simple transformer implementation from scratch in pytorch.

ftrl icon ftrl

R/Rcpp implementation of the 'Follow-the-Regularized-Leader' algorithm

gizeh icon gizeh

Simple Vector Graphics for Python

glam icon glam

Code associated with our manuscript "Gaze Bias Differences Capture Individual Choice Behavior"

glambox icon glambox

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

glove.py icon glove.py

Python implementation of GloVe word embedding algorithm (Pennington et al., 2014) for educational purposes

go-robot-nogo-robot icon go-robot-nogo-robot

Exploring the role of striatal D1-MSNs and D2-MSNs in action selection using a robotic framework

hackermath icon hackermath

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hcan-pytorch icon hcan-pytorch

hierarchical convolutional attention networks for text classification

hydrator icon hydrator

Turn Tweet IDs into Twitter JSON & CSV from your desktop!

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