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1. Energy-Consumption-Forecasting Energy-Consumption-Forecasting Public

   Forecasting energy consumption using time series analysis and machine learning techniques

   Jupyter Notebook

2. Social-Media-Toxic-Comment-Filter Social-Media-Toxic-Comment-Filter Public

   Analysis of several Deep Learning algorithms performance to define the best one as anti hater filter for social media

   Jupyter Notebook

3. Twitter-Real-Time-Sentiment-Analysis Twitter-Real-Time-Sentiment-Analysis Public

   Twitter Real Time Sentiment Analysis, using Twitter API v2 and Spark Streaming to create a connection with Twitter and TextBlob to analyse the tweets sentiment

   Jupyter Notebook

4. Anti-Spam-Software-for-University-Mail Anti-Spam-Software-for-University-Mail Public

   Mail SPAM Detector

   Jupyter Notebook

5. Bear-Detector Bear-Detector Public

   Modular CV pipeline for bear detection in wildlife camera traps — YOLOv8 detection & segmentation, SORT multi-object tracking, MobileNetV2 classification. Fine-tuned on 1,172 images · mAP@0.5 0.939

   Python 4

6. bird-acoustics-classifier bird-acoustics-classifier Public

   Automatic bird species recognition from audio — mel spectrogram + EfficientNet-B0. 20 alpine species (Alps: Italy/Austria/Switzerland), 96.5% accuracy. Xeno-canto API · librosa · MLflow · Gradio ap…

   Python