Nick Monto's repositories
Specs2text
Replication of Jasper speech-to-text network using Intel optimized TensorFlow.
ImageCategorizationModel
Modularized image classification model using Keras
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.
disentangled_directions
Colab notebook for exploring the impact of overlapping data in a small 3D convolutional neural network.
EARShot_TF2
EARShot model on TensorFlow2.x
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.
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.
Publications
Links to my academic publications.
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
google-images-download
Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
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
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
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/
pythuntu_updateALL
short script to update both ubuntu linux and python packages downloaded via pip
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.
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