markhyphen Goto Github PK

awesome-deepbio

A curated list of awesome deep learning applications in the field of computational biology

bomb_lab

Reverse engineering of a modified CME bomb_lab from opensecuritytraining.info

dat5

General Assembly's Data Science course in Washington, DC

dsp

Metis Data Science Bootcamp - Official Prework Repository

ghidra-keybindings

go

The Open Source Data Science Masters

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

thinkdsp

LaTeX source and Python code for "Think DSP: Digital Signal Processing in Python", by Allen B. Downey.

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")