Example Streamlit app that you can fork to test out share.streamlit.io

统计学习方法训练营课程作业及答案

Code for all my tutorials

Machine learning course materials

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

Interactive Presentations for Financial Education using R/Shiny. See full list of presentations (with links) below.

R code for causal graph animations

Source files for Statistical Thinking For the 21st Century

Lecture notes for Econ5121A: Econometric Theory and Applications. This is an open-source writing project.

Econ5170@CUHK: Computational Methods in Economics (2018 Spring)

This is the Syllabus for Siraj Raval's new course "The Math of Intelligence"

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

python_for_data_science

Efficient R programming: a book

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 ;)

I have a suite of R Markdown templates for academic manuscripts, beamer presentations, and syllabi I share them here.

Examples from Programming Collective Intelligence

A minimal book example using bookdown

Notes and exercise attempts for "An Introduction to Statistical Learning"

Analysis pipeline for Psychological Science paper called "Money Earlier or Later? Simple Heuristics Explain Intertemporal Choices Better than Delay Discounting"

Python library for EEG preprocessing, analysis (microstates, spectra) and statistics