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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

neat-python icon neat-python

Python implementation of the NEAT neuroevolution algorithm

nengo icon nengo

A Python library for creating and simulating large-scale brain models

netwulf icon netwulf

Interactive visualization of networks based on Ulf Aslak's d3 web app.

neuraltalk icon neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

nlp-stuff icon nlp-stuff

A bit of everything about text and nlp [IN PROGRESS]

notebook-teachingtips icon notebook-teachingtips

A Place for Posting Resources for Teachers, TAs and Students in courses using Jupyter Notebooks

nteract icon nteract

:notebook: Desktop notebook app + packages

one-choice-ddm icon one-choice-ddm

Parameter Estimation and Simulation Library for one-choice drift diffusion model

p-sif icon p-sif

Source code for our AAAI 2020 paper P-SIF: Document Embeddings using Partition Averaging

parallax icon parallax

Tool for interactive embeddings visualization

param_recovery icon param_recovery

Suite to test whether your model can recover parameters. Experimental.

pfh icon pfh

Supplementary information, code, & examples for probabilistic Face/House experiment

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