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flight_price_prediction

Predicting the prices of flights

flight_statistics

flightradar24

Data library for Flight Radar 24 written in Python 3.

flightrank

Code behind the FlightRank website and the data mining that went into it

flightstats-flight-status-by-route-api-python-client

Provides an FlightStats.com FlightStatus By Route Client written in Python.

fr24

The dumper for FlightRadar24 to make a history journal of planes in nearspace

ghost_flights

hotel-revman-system

Creating a Hotel Revenue Management System from scratch. Features cancellation/supply and demand forecasts built on machine learning.

identifying_and_responding_to_outlier_demand_in_revenue_management

R Code for the paper entitled "Identifying and responding to outlier demand in revenue management". Published in European Journal of Operational Research. 2021.

ising-model

Modeling Ising Models onto Pandas dataframes and applying Monte Carlo Algorithms to predict system behavior

kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

linearregressiontransport

Linear Regression files.

lstms_for_predictive_maintenance

LSTMS for Predictive Maintenance

machine-learning

Practical Full-Stack Machine Learning

machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

machinelearning

machinelearningphaseii

mega-trends-and-trends-json

Future megatrends and trends in JSON files

minigo

An open-source implementation of the AlphaGoZero algorithm

monte-carlo-2d-ising

Simulating the two-dimensional Ising model using the Metropolis-Hastings algorithm.

monte-carlo-simulation-of-the-ising-model

Python code for simulating the 2d Ising model with periodic boundary conditions using a Monte Carlo method, in particular the Metropolis-Hastings algorithm

montecarlotutorial

Repo to supplement my tutorial on Monte Carlo Simulations and Importance Sampling

msppy

openadsb

openflights

Website for storing flight information, rendering paths on a zoomable world map and calculating statistics, with plenty of free airline, airport and route data.

opentraveldata

Collection of open data related to (at least) travel, transport, tourism

planespotters-scraper

Program to scrape airlines data from planespotters.net

predictive-segmentation-using-amazon-pinpoint-and-amazon-sagemaker

This solution combines Amazon Pinpoint with Amazon SageMaker to help automate the process of collecting customer data, predicting customer churn using ML, and maintaining a tailored audience segment for messaging.

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 ;)

pullflightdata

Pulls flight data for arriving and departing SAS aircraft from input ICAO, and then pulls other info from flightaware api.