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PHYS379 Group Project v1.0.0

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@john-ray-uk john-ray-uk released this 13 Mar 00:34
v1.0.0
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PHYS379 Group Project.exe

Version 1.0.0

Result of creating a GUI-supported neural network program. This first release includes light curve data from NASA's LightKurve library, financial stocks data from Yahoo Finance's YFinance library, and Temperature data from the Met Office (namely from the HadCRUT5, NOAAGlobalTemp, and Berkeley Earth datasets that can be downloaded at https://climate.metoffice.cloud/temperature.html#datasets).

New Features:

  • Options to plot data from LightKurve and the Met Office.
  • New graph displaying flattened data, to make outliers more explicit.
  • Improved console display.
  • Updated logo.

Notes for use:

  • Download size is currently: 141.083MB. This large size is mainly due to how the LightKurve library requires Astropy to be imported to function, which takes up a substantial amount of storage space. Further reductions in size are difficult.
  • Command prompt opens when the app is launched. This is intentional, and is helpful for debugging.
  • Currently, the final layer in the network must have ONLY ONE neuron, otherwise multiple fits occur in the plot.

The pre-release is a significantly smaller file size - feel free to download that, if that is preferable (although it will lack the option to work with the LightKurve and Met Office datasets)>

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