davidwright123 Goto Github PK

2015

Public material for CS109

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

cheatsheets

cookbook-code

Recipes of the IPython Cookbook, the definitive guide to high-performance scientific computing and data science in Python

dashboards

Open-source dashboard template for Plotly charts forked from keen.io dashboard templates

data-science-for-political-and-social-phenomena

A site and book project on using data science techniques for political and social phenomena.

data-scientist-toolbox

My first repository on GitHub. I'm using Git for Coursera's Course -- A Data Scientist's Toolbox.

dplyr-tutorial

Tutorials for the dplyr package in R

folium

Python Data. Leaflet.js Maps.

gifs

:joy: :camera: :sparkler: Storage place for all mah gifs.

hello-world

just another repository

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

maybe

:open_file_folder: :rabbit2: :tophat: See what a program does before deciding whether you really want it to happen.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

plotly.py

the browser-based graphing library for python

pycon-pandas-tutorial

PyCon 2015 Pandas tutorial materials

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python_for_data_science

A rapid on-ramp primer for programmers who want to learn Python for doing data science research and development.

rise

RISE: "Live" Reveal.js Jupyter/IPython Slideshow Extension

seaborn

Statistical data visualization using matplotlib

sklearn_pycon2015

Materials for my Pycon 2015 scikit-learn tutorial.

sm_virtenv

just has numpy, pandas, matplotlib, and leaves out the rest

statistical-analysis-python-tutorial

Statistical Data Analysis in Python

statistics-notes

iPython NOtebooks on Stats

tablib

Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.