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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

This project uses supervised machine learning techniques with multiple regression models to predict CO2 emissions in Canada, it includes data cleaning, encoding, analyzing and visualization to identify patterns, resulting in a model that can make accurate predictions.

  • Updated Mar 13, 2023
  • Jupyter Notebook

The project deals with determining and predicting the type of accident taking place in the city of Austin. The data would help in understanding what possible factors are leading to the accidents based on the severity of the incident that has occurred.

  • Updated Jul 5, 2022
  • Jupyter Notebook
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

Comparing four different Deep Learning and machine Learning Algorithms to build a Spam Detector to identify unsolicited and unwanted emails. Exploring the process of classifying emails as spam or not spam by converting text data(emails) into vectors and Evaluate their performance

  • Updated Aug 9, 2021

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