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RMLab python client

Project description

RMLab Python Client

This client provides python bindings for RMLab services at rmlab.ai, available upon registration.

We offer simulation and revenue optimization services to airline companies.

Simulation as a service:

  • Unlimited number of competing carriers.

  • Massively parallel simulations on arbitrarily big flight markets.

  • Statistical sampling for modelling customers behavior, sensible to seasonality and events.

  • Validation of pricing algorithms given demand patterns before deploying to production.

Revenue optimization as a service:

  • Process arbitrarily large sets of historic data.

  • Run state-of-the-art algorithms for forecasting and optimization.

  • Fine-grain optimization per flight level.

  • AI-based adaptive forecasters & optimizers operating on nightly runs.

Server infrastructure characteristics:

  • World-wide availability hosted in Google Cloud Platform.

  • Data scalability across high-performance in-memory storage servers.

  • Per-customer fully isolated compute and data environments.

  • End-to-end TLS encryption (optional IPsec access).

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