Franklin (Ben) Bradfield's repositories
Sky-Cast-Capstone
Sky Cast: A Comparison of Modern Techniques for Forecasting Time Series
Creating-Customer-Segments
Unsupervised learning for market segmentation
Spelling-Corrector
Utility that automates spelling correction over batches of text files
Attentional-Interfaces-O-Reilly
My O'Reilly Publications
Name-Anonymizer
Utility that automates name anonymizing over batches of text files
Sky-Scrape
Tool that scrapes aviation data from USDOT based on custom user queries, presenting in a CSV file on disk
Training-a-Smartcab-to-Drive
Reinforcement learning for self-driving car simulation
attack-graphs
Attack graph construction and analysis
Classifying-CIFAR-10-Images
Deep Learning Project from Udacity's Machine Learning Nanodegree
Finding-Donors
Udacity Machine Learning Nanodegree: Supervised Learning Project
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
interview-questions
Collection of technical interview questions on data structures and algorithms
machine-learning
Content for Udacity's Machine Learning curriculum
packing-unpacking-pytorch-minimal-tutorial
Minimal tutorial on packing and unpacking sequences in pytorch
Predicting-Boston-Housing-Prices
Model Validation Project from Udacity's Machine Learning Nanodegree
recurrent-entity-networks
TensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".
scikit-learn
scikit-learn: machine learning in Python
Student-Intervention-System
Supervised learning for student intervention
tensorflow
Computation using data flow graphs for scalable machine learning
Text-Cleaner
Utility that automates text cleaning over batches of text files