David Lutz's starred repositories
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
hackermath
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
parallel-tutorial
Parallel computing in Python tutorial materials
data-science-ipython-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.
the-art-of-command-line
Master the command line, in one page
pronouncingpy
A simple interface for the CMU pronouncing dictionary
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
emacs-ipython-notebook
IPython notebook client in Emacs
scikit-neuralnetwork
Deep neural networks without the learning cliff! Classifiers and regressors compatible with scikit-learn.
jupyterhub
Multi-user server for Jupyter notebooks
pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks