Nick Monto's Projects
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.
Messing around with classifying cat and dog images from the 2013 Kaggle competition.
Studying time-course activation patterns in isolated word recognition using a 2D convolutional neural net. Talk about unconventional...
Repo for my contributions to the Data Science Bowl 2017
Deep Learning Examples
Colab notebook for exploring the impact of overlapping data in a small 3D convolutional neural network.
EARShot model on TensorFlow2.x
Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
This program is for the GUI interface connectionist modeling.
HNet on Tensorflow. The PyQT is used for the GUI. Core file is Apache License 2.0. And GUI is GPL 3.0
Modularized image classification model using Keras
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.
An implementation of Grad-CAM with keras
Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
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.
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
Implementation of the Multi Resolution CochleoGram in Python
Artificial Neural Networks / Python
Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/
Links to my academic publications.
short script to update both ubuntu linux and python packages downloaded via pip
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.
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.
A Python Library for Self Organizing Map (SOM)
Replication of Jasper speech-to-text network using Intel optimized TensorFlow.
Studying the inter- and intra- talker dynamics of a dataset of ten synthesized talkers.
Tutorial: Lexical decision using a convolutional neural network in TensorFlow
update all the packages (in alphabetical order) that were installed with pip
A code-completion engine for Vim