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1. Text-Classification Text-Classification Public

   Implemented my own Multinomial Naive Bayes Algorithm to classify documents into different categories. Compared my results with results from the SK-Learn Algorithm.

   Jupyter Notebook 1

2. Twitter-Sentiment-Analysis Twitter-Sentiment-Analysis Public

   Trained a Support Vector Machine with 11,000 Tweets regarding a US Airline. Did extensive data cleaning, including removing stop words and lemmatizing. Tried out various classifiers like Random For…

   Jupyter Notebook 1

3. Urban-Sound-Classification Urban-Sound-Classification Public

   Developed a Convolutional Neural Network to Classify Urban-Sounds. The dataset consisted of 7,500 sounds distributed in 10 Classes. Used Mel-scaled Spectrogram using librosa module to extract featu…

   Jupyter Notebook 1

4. Distracted_Driver_CNN Distracted_Driver_CNN Public

   Built a Convolutional Neural Network to Classify Drivers' Behaviour. The model classifies them into different categories such as texting, eating, talking on the phone, makeup, reaching behind, etc.…

   Jupyter Notebook 3

5. Poetry_Generation Poetry_Generation Public

   Built a Deep Learning Model using LSTM, Embedding and Dense Layers to Generate Text. The Model takes in sequences and outputs a word which is then included in the input sequence and fed again to th…

   Jupyter Notebook 1