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-lp-duality-and-revenue-management

Creating optimization framework using Linear Programming (Dual variables)

2d-ising-model

Python code that simulates the 2D Ising Model on a square periodic lattice of arbitrary size using Markov Chain Monte Carlo.

2d-ising-model-monte-carlo-

Monte Carlo simulation for a 2D Ising model. Calculates and plots heat capacity, average magnetization, magnetic susceptibility as a function of temperature. Error bars were determined using boot strapping method and autocorrelation. Written in python, using MatPlotLib and Numpy libraries.

aicoursework-prolog

WarOfLife Game

airline-tickets-price-prediction

Price forecasting: The model can predict the future prices of flights, which can help airlines and travel agencies to adjust their prices accordingly and remain competitive.

airline_revenue_management

收益管理

airlineinfoscrapper

A small python program that extracts all Airline data from planespotters.net

airlinerm

Airline Revenue Management with Dynamic Programming

airport-codes

List of Airport codes, locations and other information around the world

airport-disease-modeling

A Python-based network model of worldwide air transportation for cancellation and quarantine testing.

airport-simulation

Airport Surface Simulator and Evaluation Tool 2

airports

A JSON database of 28k+ airports with ICAO/IATA codes, names, cities, two-letter country identifiers, elevation, latitude & longitude, and a timezone identifier

airports-1

The app will locate you and will return your current location, with a given accurate, on a LeafLet's map with the 10 closest airports.

anyflights

An R package to generate `nycflights13`-like air travel data🛩️

atis_dataset

The ATIS (Airline Travel Information System) Dataset

aviation-edge-api

The complete repository for aviation

aws-serverless-airline-booking

Airline Booking is a complete web application that provides Flight Search, Flight Payment, Flight Booking, Flight Preferences and Loyalty points including end-to-end testing, GraphQL and CI/CD. This web application is the theme of Build on Serverless Season 2 on AWS Twitch running from April 24th until end of July.

banners-placing

In this notebook we perform cluster analysis on Foursquare dataset to find the most optimal locations to place banners of Carnival Cruise Line company.

bard-api

The python package that returns response of Google Bard through API.

clustering_offices

Choosing best place for banners after clustering Carnival Cruise Line offices

conways-game-of-life-with-cnn

An implementation of Conway's Game of Life using a Convolutional Neural Network (CNN)

coursera_ml_and_data_analysis_spec

Репозиторий с материалами и заданиями по Специализации от Яндекса и МФТИ на Coursera "Машинное обучение и анализ данных"

covid19-tutu

education

Materials for my lectures and for self-study in machine learning

evernote-telegram-bot

Telegram bot for Evernote

evolution-strategies-starter

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

exploratory-data-analytics

fastats

A pure Python library for benchmarked, scalable numerics using numba.

fixed-effects-panel-data-model-on-us-commercial-airline-revenue

Extreme downward pressure on commercial US airline revenue has led to many airlines reviewing their long-established management practices. The US airlines are broadly divided into two categories i) sub-network carriers and ii) low-cost carriers (LCC’s). Rapid growth in LCCs and competitive pricing coming with internet distribution channels, led to

flight-track

Flight tracking based on Flightradar24 data