Bill Vander Lugt's repositories
aws_scripts
Repository of useful scripts and instructions for using AWS
Capstone_seq2seq_data
collecting results from seq2seq experiments
Facebook-Messenger-Bot
Facebook chatbot that I trained to talk like me using Seq2Seq
galvanize-capstone-project
NLP Analysis of Washington State Supreme Court Opinions for my capstone project at Galvanize
Galvanize-Capstone-Project-1
A generative RNN-LSTM Deep Learning Model trained on Bach's Fugues and Preludes.
intro-spacy-nlp
An introduction to using spaCy for NLP and machine learning
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
probabilistic-programming-intro
Introduction to probabilistic programming using PyMC3
pymc3
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
pythonrouge
Python wrapper for evaluating summarization quality by ROUGE package
recurrentshop
Framework for building complex recurrent neural networks with Keras
spaCy
đź’« Industrial-strength Natural Language Processing (NLP) with Python and Cython
spark-install
Installation guide for Apache Spark + Hadoop on Mac/Linux
spark-talk
Materials for Spark talk at Big Data & Analytics Learning Series
tensorflow
Computation using data flow graphs for scalable machine learning
WhileMyMCMCGentlySamples
my blog