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Stephen Lee's Projects

corex_topic icon corex_topic

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

d3 icon d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

data-science-ipython-notebooks icon data-science-ipython-notebooks

Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

explor icon explor

Interfaces for Multivariate Analysis in R

feature-engineering-book icon feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

greekresources icon greekresources

Resources for biblical texts in Greek, specifically the Septuagint.

h2o-tutorials icon h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

kjv-bible-database-with-metadata-metav- icon kjv-bible-database-with-metadata-metav-

MetaV contains the “Who, Where, and When” of every single passage in the Bible at word-level detail. This database is specially structured to simplify complex “big picture” analysis or visualizing biblical information. It pulls from a variety of other sources which are available for use under Public Domain, Creative Commons, or other open use license.

math456 icon math456

Course repository for Applied Statistics II at CSU Chico

mmd icon mmd

Python scripts and datasets used in the Course: "Data Mining and Modelling" from http://emap.fgv.br/

practical-machine-learning-with-python icon practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

py-sblgnt icon py-sblgnt

pip-installable MorphGNT/SBLGNT with Python API

stat545-ubc.github.io icon stat545-ubc.github.io

Main repository for STAT 545 @ University of British Columbia, a course in data wrangling, exploration, and analysis with R.

text-analytics-with-python icon text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

tischendorf icon tischendorf

Tischendorf 8th GNT with morphology and lemmatization

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