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1. freeze-thaw-soil-prediction freeze-thaw-soil-prediction Public

   Predicting soil freeze/thaw transitions with ML from 🛰️ ASCAT data, validated by ERA5 & ISMN for climate & hydrology. 🌍🌱

   Jupyter Notebook 1

2. IoT-security-MLops IoT-security-MLops Public

   Creating an MLops Pipeline for Predicting Cyberattacks against an IoT Network based on the MQTTset.

   Python

3. AI-political-personas AI-political-personas Public

   Debate with AI Democrats and Republicans, fact-checked for accuracy. 🤖✅

   HTML

4. traffic-evacuation-simulation traffic-evacuation-simulation Public

   Using SUMO to simulate the evacuation of car traffic from a city center. 🆘🚗🏙️

   Python

5. find-my-forensics find-my-forensics Public

   Reconstructing stolen device movement and behavioral patterns using Apple Find My location data.

   Jupyter Notebook