samarthmistry

odtlearn

A package for tree-based statistical estimation and inference using optimal decision trees.

ppi_py

A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

ALNS

Adaptive large neighbourhood search (and more!) in Python.

SPOTree

prescriptive_trees_power_apps

ISCO-spring-school

Material for the ISCO 2018 spring school: “Advanced Mixed Integer Programming Formulation Techniques”

INFORMS-ALIO-2019-JuMP-Tutorial

JuMP tutorial for the 2019 INFORMS-ALIO meeting

cos_2019

tensor-house

A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

OSDT

Optimal Sparse Decision Trees

awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

slim-python

simple customizable scoring systems in python

risk-slim

simple customizable risk scores in python

coding-interview-university

A complete computer science study plan to become a software engineer.

awesome

😎 Awesome lists about all kinds of interesting topics

Python

All Algorithms implemented in Python

pysheeet

Python Cheat Sheet

AutomaticValuationModel

Automated valuation model (AVM) is the name given to a service that can provide real estate property valuations using mathematical modelling combined with a database. Most AVMs calculate a property’s value at a specific point in time by analyzing values of comparable properties. Some also take into account previous surveyor valuations, historical house price movements and user inputs (e.g. number of bedrooms, property improvements, etc.).

docplex-examples

These samples demonstrate how to use the DOcplex library to model and solve optimization problems.

cmu-comp-or

A series of tutorials for conducting computational experiments with optimization solvers

pyoptree

Python Implementation of Bertsimas's "Optimal classification trees".

RSVM

Implementation of Ramp Loss Support Vector Machine using IBM CPLEX 12.6.3

HMSVM

Implementation of Hard Margin Loss Support Vector Machine using IBM CPLEX 12.6.3

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

quick-SQL-cheatsheet

A quick reminder of all SQL queries and examples on how to use them.