Telluz

Telluz is a project in which forecasts of climate-relevant data are made using a neural network

Getting Started

• Exe still needs to be compiled
• dlls may need to be reinstalled
• Database is on Google drive
• CNTK dlls must be copied manually from \ packages \ CNTK.CPUOnly.2.4.0 \ support \ x64 \ Release \ to bin
• Copy CpuMathNative.dll from packages / Microsoft.ML.CpuMath / runtimes / win-x64 / nativeassets / netstandard2.0 to bin
• Change processor architecture and debug / build to x64
• Connection string is never updated

Built With

ML.NET

CNTK

Known Bugs

• #4 Array out of range when calculating Population for china
  • Reproduction: title

  Fixed Bugs

• #1 System Null reference in CNTK.cs when calculating a category from 39 to 45
• #2 Wrong result for first predicted year
• #3 Population-data in output is the same as any other category that gets calculate