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actuarialdatascience

Code for the Actuarial Data Science Tutorials published at https://actuarialdatascience.org.

aglm

A handy tool for actuarial modeling, which is designed to achieve both accuracy and accountability.

bovada-hand-history-converter

chaos

Visualizations of the connections between chaos theory and fractals through the logistic map; made for Veritasium YouTube video

course-resources-ml-with-experts-budgets

Further student resources for DrivenData's 'Machine Learning with the Experts: School Budgets' DataCamp course.

coursera-stanford-ml-python

Coursera/Stanford Machine Learning course assignments in python

data-science-from-scratch

code for Data Science From Scratch book

datasciencecoursera

datasharing

The Leek group guide to data sharing

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

dobson

Python solutions to the code examples in Dobson AJ & Barnett AG: "An Introduction to Generalized Linear Models (3rd ed)

docs

TensorFlow documentation

embedder

Embed categorical variables via neural networks.

entity_embedding_structured_data

excelcompare

Command line tool (and API) for diffing Excel Workbooks

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

go

The Open Source Data Science Masters

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ibreakdown

Break down ML model predictions with variable attribution (LIME, SHAP, BreakDown)

icasexam

learningasigoxyz.github.io

Build a Jekyll blog in minutes, without touching the command line.

loss-data-analytics

Loss Data Analytics is an interactive, online, freely available text. It provides core training on one of the foundations of actuarial science, loss data modeling.

ml-using-r-h2o

parallelogram

R Package that implements the Parallelogram Method actuarial technique

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

r4ds

R for data science

russian-troll-tweets

shiny-insurance-examples

Examples of Shiny applications for insurance

skittles

Counts of Skittles

srez

Image super-resolution through deep learning