ETAPredictor 1.0.1

.NET 6.0 This package targets .NET 6.0. The package is compatible with this framework or higher. .NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher. .NET Framework 4.6 This package targets .NET Framework 4.6. The package is compatible with this framework or higher.
There is a newer version of this package available.
See the version list below for details. 
dotnet add package ETAPredictor --version 1.0.1                

                    
                

            
NuGet\Install-Package ETAPredictor -Version 1.0.1
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package. 
<PackageReference Include="ETAPredictor" Version="1.0.1" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add ETAPredictor --version 1.0.1                

                    
                

            
#r "nuget: ETAPredictor, 1.0.1"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package. 
// Install ETAPredictor as a Cake Addin
#addin nuget:?package=ETAPredictor&version=1.0.1

// Install ETAPredictor as a Cake Tool
#tool nuget:?package=ETAPredictor&version=1.0.1

ETAPredictor

Predict ETA of vehicles as they travel to stops on routes that generally repeat. Suitable for busses/shuttles on campuses, at airports, etc...

Provide the location of known stops, along with live (or historical) GPS data from vehicles, and the model will provide a table of ETAs for each stop.

The model is intended to be very lightweight in terms of compute, eschewing processing heavy AI for a simple statistical approach based on historical ETA based on current vehicle location.

It also takes into account current speeds compared to historical speeds so that things like traffic are (naively) taken into account. Data older than 5 days is automatically purged so the model does not consume mode and more memory over time.

Example:

var stops = new List<GPSData>() { new GPSData() { Latitude = 32.432432, Longitude = -71.2344, IdentifiedAsStopName="Bus Stop 1" }, new GPSData() { Latitude = 32.342432, Longitude = -71.5444, IdentifiedAsStopName="Bus Stop 2" }, }; var model = new ETAPRedictor.RoutesModel(stops);

//for each data point we recieve, we integrate it into the model: model.IntegrateDataPointIntoModel(<data from GPS tracker>);

//we can request an ETA table at any time: model.GetETATable();

Returns: [ {StopName: "Bus Stop 1", ETA: 5 min, Serial "Bus 1"}, {StopName: "Bus Stop 2", ETA: 10 min, Serial "Bus 1"}, ]

Product Compatible and additional computed target framework versions.
.NET net5.0 was computed.  net5.0-windows was computed.  net6.0 is compatible.  net6.0-android was computed.  net6.0-ios was computed.  net6.0-maccatalyst was computed.  net6.0-macos was computed.  net6.0-tvos was computed.  net6.0-windows was computed.  net7.0 was computed.  net7.0-android was computed.  net7.0-ios was computed.  net7.0-maccatalyst was computed.  net7.0-macos was computed.  net7.0-tvos was computed.  net7.0-windows was computed.  net8.0 was computed.  net8.0-android was computed.  net8.0-browser was computed.  net8.0-ios was computed.  net8.0-maccatalyst was computed.  net8.0-macos was computed.  net8.0-tvos was computed.  net8.0-windows was computed. 
.NET Core netcoreapp2.0 was computed.  netcoreapp2.1 was computed.  netcoreapp2.2 was computed.  netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard2.0 is compatible.  netstandard2.1 is compatible. 
.NET Framework net46 is compatible.  net461 was computed.  net462 was computed.  net463 was computed.  net47 was computed.  net471 was computed.  net472 was computed.  net48 was computed.  net481 was computed. 
MonoAndroid monoandroid was computed. 
MonoMac monomac was computed. 
MonoTouch monotouch was computed. 
Tizen tizen40 was computed.  tizen60 was computed. 
Xamarin.iOS xamarinios was computed. 
Xamarin.Mac xamarinmac was computed. 
Xamarin.TVOS xamarintvos was computed. 
Xamarin.WatchOS xamarinwatchos was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
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NuGet packages

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Version Downloads Last updated
1.0.3 757 12/28/2022
1.0.2 305 12/28/2022
1.0.1 305 12/27/2022
1.0.0 305 12/23/2022

Early implementation. Much will likely change from here.