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ai_workshop2019_uconn

The included jupyter notebook was presented as a case study during an AI workshop that I hosted at the University of Connecticut in April 2019.

catdogclassifier

Messing around with classifying cat and dog images from the 2013 Kaggle competition.

contradictiveneuralnet

Studying time-course activation patterns in isolated word recognition using a 2D convolutional neural net. Talk about unconventional...

datasciencebowl2017

Repo for my contributions to the Data Science Bowl 2017

deeplearningexamples

Deep Learning Examples

disentangled_directions

Colab notebook for exploring the impact of overlapping data in a small 3D convolutional neural network.

earshot

earshot_tf2

EARShot model on TensorFlow2.x

google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

hj-net

This program is for the GUI interface connectionist modeling.

hnet_on_tensorflow

HNet on Tensorflow. The PyQT is used for the GUI. Core file is Apache License 2.0. And GUI is GPL 3.0

imagecategorizationmodel

Modularized image classification model using Keras

intelaiworkshop

This is the repo that will be used to store the code used for the Intel / IBACs AI technical workshop hosted at the University of Connecticut.

keras-grad-cam

An implementation of Grad-CAM with keras

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

langnet_cnn

A neural network featuring convolutional layers designed to classify eight different languages. Class activation maps are used to investigate similarities in activation patterns across and within languages.

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

mrcg_python

Implementation of the Multi Resolution CochleoGram in Python

neural-networks

Artificial Neural Networks / Python

pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

publications

Links to my academic publications.

pythuntu_updateall

short script to update both ubuntu linux and python packages downloaded via pip

random

Just a random smattering of python scripts that I create for talks or workshops. Typically there are parts of the scripts that I find particularly useful yet annoying to track down on the web.

slopeextractr

An R package that allows one to obtain slopes from identification functions generated for novel randomizations of a psychometric experiment. This package was developed in conjunction with a manuscript submission.

sompy

A Python Library for Self Organizing Map (SOM)

specs2text

Replication of Jasper speech-to-text network using Intel optimized TensorFlow.

ten_ton_talker

Studying the inter- and intra- talker dynamics of a dataset of ten synthesized talkers.

tensorflow_ld

Tutorial: Lexical decision using a convolutional neural network in TensorFlow

update-pip-packages

update all the packages (in alphabetical order) that were installed with pip

youcompleteme

A code-completion engine for Vim