qiaoqiaozhu Goto Github PK

2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2014_data

Data directory for the CS109 Data Science course

2015

Public material for CS109

2015lab1

advancedinvestment

lecture notes for advanced investment with python

causalinference

Causal Inference in Python

content

Official content for Harvard CS109

dat4

General Assembly's Data Science course in Washington, DC

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

diebold_bondyield

Recreation of Diebold and Li: Forecasting the term structure of government bond yields in python.

edgar

Parsing SEC edgar files

filings

Code to manage data related to SEC filings on EDGAR.

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

ipystata

Enables the use of Stata together with Python via Jupyter (IPython) notebooks.

ipython-in-depth

IPython in-depth Tutorial, first presented at PyCon 2012

ipython-sql

%%sql magic for IPython, hopefully evolving into full SQL client

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

mastering-python-for-finance-source-codes

Accompanying source codes for my book 'Mastering Python for Finance'.

matplotlib_for_papers

Handout for the tutorial "Creating publication-quality figures with matplotlib"

openrefine

OpenRefine is a free, open source power tool for working with messy data and improving it

opensecrets_to_postgres

Get the opensecrets data into a postgres database

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pydata-book

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

python-financial-tools

Providing financial analysis tools to the Python open-source community.

python-web-scraping-tutorial

A Python-based web and data scraping tutorial

quantecon.py

A community based Python library for quantitative economics

quantecon_nyu_2016

Quantitative Economics

rmagic-tutorial

A brief tutorial showing how Rmagic can be used in IPython Notebook.

scientific-python-lectures

Lectures on scientific computing with python, as IPython notebooks.