Anne Bonner's repositories
image_classifier_pytorch
This is the repo for the Free Code Camp article, "How to build an image classifier with greater than 97% accuracy." Classifier utilizes Python, PyTorch, Numpy, Matplotlib, Seaborn, JSON, and PIL.
github_welcome_wall
This is the official repository for the Towards Data Science Article, "WTH am I doing here? The absolute beginner's guide to Git and GitHub"
flask_model_deployment
This is the official repo for the Heartbeat article, "The brilliant beginner's guide to model deployment: a clear and simple roadmap for getting your machine learning model out there and doing something cool"
anne_bonner
Anne Bonner's Portfolio
tweemotions
You Are What You Tweet: Detecting Depression in Social Media via Twitter Usage
basic_data_preprocessing
This is the repo for the Towards Data Science article, "The complete beginner's guide to data cleaning and preprocessing."
quadcopter2
Train a Quadcopter How to Fly: design an agent to fly a quadcopter, and then train it
mlnd_capstone
Detecting depression in Tweets
DepressionDetection
Detecting depression in Twitter Tweets
beginner_website
The most basic free website that a total beginner can create!
boston_housing
Evaluating the performance and predictive power of a model that has been trained and tested on data collected from homes in suburbs of Boston, Massachusetts.
charity_donors
Finding donors for CharityML (Udacity Machine Learning Engineer Nanodegree)
Grokking-Deep-Learning
this repository accompanies my forthcoming book "Grokking Deep Learning"
anneb_portfolio
My portfolio in progress
basic_model_deployment
This is the repo for the Heartbeat article, "The brilliant beginner's guide to model deployment"
customer_segments
This is the repository for the final project for Udacity's Machine Learning Engineer nanodegree term 1: Creating Customer Segments
dog_breed_classifier
Dog breed classifier built with Keras that classifies into dog/human/neither and specifies breed
DVWA
Damn Vulnerable Web Application (DVWA)
ml_nanodegree_solutions
Solution notebooks for the Machine Learning Engineer Nanodegree with Udacity. The solutions are primarily provided without data files.
name-my-flower
This is the repository for the article about turning your machine learning model into an app
numpy
The fundamental package for scientific computing with Python.
numpy.org
The Numpy home page
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
season-of-docs
Supporting materials for Google's Season of Docs 2021
titanic_survivability
This exploration of the survival of passengers aboard the Titanic was created as a part of the Udacity Machine Learning Engineer Nanodegree
ud120-projects
Starter project code for students taking Udacity ud120