3 projects tagged with "machine-learning"

• Python FastAPI with JWT Auth predicting house prices by Machine Learning
  
  16-April-2026
  

  Python FastAPI with JWT Auth serving a simple Machine Learning Application Predicting House Prices - hosted at Vercel Cloud using Serverless Functions

  Try the demo by OpenAPI...

  A Starter FastAPI + JWT Auth + ML Predicting house prices + OpenAPI / Swagger - secured by HTTPS

  During the development process, I used ChatGPT for assisting with code generation and Github Copilot for code inline suggestion

  DevOps by VS Code + GitHub + Vercel Cloud

  The Web API at GitHub
  

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• .NET 8 Machine Learning used for tasting wine
  
  16-March-2026
  

  .NET 8 Console App for tasting wine using ML.NET with C#

  Explore Artificial Intelligence and Machine Learning

  This is a console application using Microsoft’s Machine Learning framework ML.NET for tasting wine

  FastTree regression used to train the Model

  The code at GitHub
  

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• .NET 8 Machine Learning to predict global temperature
  
  11-January-2025
  

  .NET 8 Console App to predict the global temperature using ML.NET with C#

  Explore Artificial Intelligence and Machine Learning

  This is a console application using Microsoft’s Machine Learning framework ML.NET to predict the global temperatures

  Singular Spectrum Analysis (SSA) model for univariate time-series forecasting using the method "ForecastBySsa" of the class "TimeSeriesCatalog" for training the Model

  The code at GitHub
  

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