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5minutefinance

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

bookdown-demo

A minimal book example using bookdown

causalgraphs

R code for causal graph animations

courses

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

data-analysis

data analysis using R

drjekyll

econ5121a

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

econ5170

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

efficientr

Efficient R programming: a book

github_demo

example of version control

intertemporalchoiceheuristics

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

juechems_etal_2017

keypy

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

machine-learning

Machine learning course materials

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

motivation

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 ;)

programming-collective-intelligence-code

Examples from Programming Collective Intelligence

psych10-book

Source files for Statistical Thinking For the 21st Century

pydata-book

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

python-data-analysis

course for python and data analysis

python_for_data_science

python_for_data_science

pythoncourse

qiangshen

behavioral economics and neuroeconomics

qiangshen-

behavioral economics and neuroeconomics

ranalysis

data analysis in R

reproducible-research

self-programming

a new trial

stat-learning

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

statisticallearningmethod-camp

统计学习方法训练营课程作业及答案