MarkHyphen's repositories
awesome-deepbio
A curated list of awesome deep learning applications in the field of computational biology
hackermath
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
interactive-coding-challenges
Huge update! Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
intro2stats
Introduction to Statistics using Python
ipython-notebooks
A collection of IPython notebooks covering various topics.
K-Nearest-Neighbors-with-Dynamic-Time-Warping
Python implementation of KNN and DTW classification algorithm
MachineLearningForMedicalImages
Example code on how to apply machine learning methods to medical images. Contains code (python and python notebooks) and data (DICOM)
MarkHyphen.github.io
The blog
nlptutorial
A Tutorial about Programming for Natural Language Processing
pyspark-tutorials
Code snippets and tutorials for working with social science data in PySpark
scipy-lecture-notes
Tutorial material on the scientific Python ecosystem
stat-cookbook
:orange_book: The probability and statistics cookbook
stats_in_python_tutorial
Material for the statistics in Python tutorial
ThinkBayes
Code repository for Think Bayes.
ThinkComplexity
Code for Allen Downey's book Think Complexity, published by O'Reilly Media.
ThinkComplexity2
Book and code for Think Complexity, 2nd edition
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
word2vec-sentiments
Tutorial for Sentiment Analysis using Doc2Vec in gensim (or "getting 87% accuracy in sentiment analysis in under 100 lines of code")