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  1. SoftwareFaultPrediction SoftwareFaultPrediction Public

    Using machine learning and deep learning techniques for software fault prediction. 4 algorithms were tried- Support Vector Machine, Logistic Regression, Multi Layer Perceptron (MLP), and Convolutio…

    Jupyter Notebook

  2. GlobalHawks GlobalHawks Public

    Software stack to perform Kamikaze attack using a drone. Simulation in Gazebo.

    Jupyter Notebook 2

  3. StockPriceLSTM StockPriceLSTM Public

    Scrapes the data for a stock from Yahoo Finance. Using this data, the program fits it into an artificial neural network, LSTM and makes predictions for the future stock prices.

    Python

  4. YOLO-Self-Driving-Car YOLO-Self-Driving-Car Public

    Jupyter Notebook 1

  5. crawler crawler Public

    Crawl the website https://www.msf.gov.sg/Pages/default.aspx and all its' children websites using Scrapy in python, collect all text data and preprocess it, ie, remove unicode, punctuation, URL, num…

    Python

  6. text-emotion-recognition text-emotion-recognition Public

    Text Emotion Recognition model to predict emotion from text utterances. Dataset used - IEMOCAP dataset. Model is based on RoBERTa backbone with attention layer to extract contextual information.

    Python 1