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Official content for the Fall 2014 Harvard CS109 Data Science course
Data directory for the CS109 Data Science course
Public material for CS109
lecture notes for advanced investment with python
Causal Inference in Python
Official content for Harvard CS109
General Assembly's Data Science course in Washington, DC
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
a curated list of R tutorials for Data Science, NLP and Machine Learning
Recreation of Diebold and Li: Forecasting the term structure of government bond yields in python.
Parsing SEC edgar files
Code to manage data related to SEC filings on EDGAR.
Notebooks and code for the book "Introduction to Machine Learning with Python"
Enables the use of Stata together with Python via Jupyter (IPython) notebooks.
IPython in-depth Tutorial, first presented at PyCon 2012
%%sql magic for IPython, hopefully evolving into full SQL client
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Accompanying source codes for my book 'Mastering Python for Finance'.
Handout for the tutorial "Creating publication-quality figures with matplotlib"
OpenRefine is a free, open source power tool for working with messy data and improving it
Get the opensecrets data into a postgres database
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 ;)
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Providing financial analysis tools to the Python open-source community.
A Python-based web and data scraping tutorial
A community based Python library for quantitative economics
Quantitative Economics
A brief tutorial showing how Rmagic can be used in IPython Notebook.
Lectures on scientific computing with python, as IPython notebooks.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.