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approachingalmost

Approaching (Almost) Any Machine Learning Problem

awesome-public-datasets

A topic-centric list of HQ open datasets.

billboard_grammy_project1

Using Top 100 Data and Grammy Winners from the past 20 years, analyzed datasets to determine if a Grammy winner can be determined based on the Billboard Top 100.

class_examples

Class examples

da-coding-python

This is a coding course in Python to accompany the Data Analysis material

da-coding-rstats

Coding course to complete Data Analysis in R

da-coding-stata

diffusion-of-innovation

A basic Diffusion of Innovation simulation with NetworkX

gametheoryonreds

Framework for simulating evolutionary cooperation games of the variety described in ``A new route to the evolution of cooperation'' by Santos and Pacheco in 2005. Allows these simulations to be run on general networkx graphs, and provides constructors for REDS model social networks, described in Antonioni, Bullock and Tomassini's 2014 paper.

garbage_can_model

This is the recreation of the Cohen, March and Olsen (1972) Garbage Can Model or organizational decision making

hello

For PSYCH 251

integrated_network_science

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

march_1991_exploration_and_exploitation

This is a reproduction of the March 1991 computational model of exploration and exploitation in organizational learning. The code has been reproduced in R, using the information from the paper.

march_1991_original

This is a recreation of March's 1991 model of exploration and exploitation (in Python 3)

mit-15-003-data-science-tools

Study guides for MIT's 15.003 Data Science Tools

networksimulations

nk_model

Contains simple building blocks for NK modeling

pa0-jupyter-tutorial

problem_sets

Problem sets

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

sharing_isl_python

An Introduction to Statistical Learning with Applications in PYTHON

social-dynamics-model

Social dynamics model, demonstrating how opinions in a social network change over time.

tidyverse-tutorial