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1. peft-qlora-text-classification peft-qlora-text-classification Public

   This repository contains code for benchmarking ModernBERT, RoBERTa, and OPT-350m on multi-class emotion classification using 8-bit quantization, backbone freezing, and LoRA-based PEFT.

   Python

2. time-series-anomaly-detection-bilstm-pycaret time-series-anomaly-detection-bilstm-pycaret Public

   Unsupervised anomaly detection in vibration signal using PyCaret vs BiLSTM

   Jupyter Notebook 15 2

3. yolov8-disease-detection-agriculture yolov8-disease-detection-agriculture Public

   YOLOV8 - Object detection

   Jupyter Notebook 4 3

4. pyspark-mlib-soundlevel-prediction pyspark-mlib-soundlevel-prediction Public

   Creates a ML Pipeline leveraging PySpark SQL and PySpark MLib to predict sound level

   Jupyter Notebook

5. covid-19-classification covid-19-classification Public

   Nonparametric comparison of convolutional neural networks and transformers to classify COVID-19

   Python

6. ml-airbnb-paris-analytics-and-price-prediction ml-airbnb-paris-analytics-and-price-prediction Public

   Airbnb Paris - analytics and accommodation price prediction

   Jupyter Notebook