Aaron A. Gauthier's repositories
AzureML-BERT
End-to-end recipes for pre-training and fine-tuning BERT using Azure Machine Learning service
torchbearer
torchbearer: A model fitting library for PyTorch
connect-api-deploy-shiny
RStudio Connect API-driven Shiny application deployment example.
dash-sample-apps
Apps hosted in the Dash Gallery
qgis-training
Open-source classes on open-source mapping with QGIS and PostGIS.
LotteryPrediction
:full_moon_with_face: Lottery prediction using GA+BF ANN+FL(GeneticAlogrithm+ArtificalNeuralNetwork+FuzzyLogicControl) based on SciPy/NumPy/matplotlib/R/SAS/TensorFlow/Keras
list_of_recommender_systems
A List of Recommender Systems and Resources
redux-code
Companion Repo for a course on Udemy
Deep-Learning-A-Z
Answers to the Udemy Course of Deep Learning A-Z
DESOM
Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization
Plotly-Dashboards-with-Dash
This is the repo for the Udemy Course Python Dashboards with Plotly's Dash
Terrorist-Attack-Network-Visualization
An analysis of 9 terrorist attack networks across various countries between the years 2000 and 2005 using a Gephi network graph visualization with the goal of discovering patterns, similarities, connections, and potential relationships between one another’s actors.
HSOM
Hierarchical self-organizing maps for unsupervised pattern recognition
google-cloud-python
Google Cloud Client Library for Python
pycox
Survival analysis with PyTorch
Challenges-Associated-with-Architecting-A-Voice-User-Interface-VUI-
Amazon Web Services (AWS) Lambda, Lex, Alexa and Twilio VUI / TUI Application Development
medium_blogpost
A repo for hosting notebooks used in medium blogpost
Diamond-Price-Inference-A-Bayesian-Approach
DATS6450 - Bayesian Statistics at The George Washington University - CCAS: Data Science Department - End of Semester Final Project
U.S.-Immigration-1820---2010-Data-Visualization-and-Website-Development-Final-Course-Project
DATS 6401:Visualization of Complex Data - Final Semester Project - U.S. Immigration 1820 - 2010 and Website Development
halflife
Half-Life 1 engine based games
adversarial-robustness-toolbox
Python library for adversarial machine learning, attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support
QuoteAnalysis
Analysis of political figures' quote representation in news media
Credit-Card-Fraud-Detection-Model
Combination model of Self Organizing Map & Artificial Neural Network for Credit Card Fraud Detection
Deep-Learning
This is repository has all files and instruction needed for deep learning class.
ChatLearner
A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.
dash-recipes
A collection of scripts and examples created while answering questions from the greater Dash community
feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets