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machinelearningalgorithms

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Automatic-irrigation-and-crop-prediction

A system that is capable of automatically irrigating the agricultural field by sensing the parameters of soil in real-time and predicting crop based on those parameters using machine learning. The system also predicts the yield of the crop.

  • Updated Sep 26, 2020
  • Python
ASERSA-Agents-Social-Environment-Rewardment-System-pt2710

ASERSA is an agent-based system built on the Dynamic Force Index Algorithm (DFIA), simulating interactions in real-time using socio-economic attributes like wealth, influence, ambition, and competence. The system features a 3D interactive GUI for visualizing agent interactions and allows real-time adjustments of key parameters.

  • Updated Oct 3, 2024
  • Python

The objective of this project is the development and evaluation of recommendation algorithms based on the MovieLens dataset, one of the benchmark datasets for research into recommendation systems. User ratings, tags, and movie metadata are used in the dataset, allowing for simple and advanced recommendation techniques

  • Updated Mar 30, 2025
  • Python

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