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Keras

High-level neural networks API for water prediction models

keras.io

At a glance

Region
Global
Coverage
Deep learning applications
Access
Free
Category
Software

What's inside

  • Deep Learning
  • Neural Networks
  • High-level API
  • TensorFlow Backend

What you can do with it

Typical work that data of this type supports.

  1. 01

    Coverage gaps

    Find who lacks safe water or sanitation.

    Because it has: Neural Networks

  2. 02

    Benchmarking

    Compare utilities on service and losses.

  3. 03

    Investment

    Prioritise where new plants and networks should go.

Where AI adds value

Ideas for machine learning and AI agents built on this kind of data.

  1. 01

    Failure prediction

    Predict pipe bursts and plant failures before they happen.

  2. 02

    Demand forecasts

    Forecast daily demand for pumping and storage.

  3. 03

    Document extraction

    Pull numbers out of PDFs and reports automatically.

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