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  • University of Colorado, Boulder

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  1. LSTM_hyperparameter_tuning LSTM_hyperparameter_tuning Public

    Used the salesforce awd_lstm state of the art model to tune hyperparameters and compare performance for Language Modeling

    1

  2. ISL-Communicator-using-CNN ISL-Communicator-using-CNN Public

    Indian Sign Language Communicator which recognises hand gestures and saves speech output.

    Python

  3. MLP MLP Public

    Training a multi layer perceptron on a dataset containing mobile prices and features to classify the price of the mobile.

    Python

  4. CNN_image_classification CNN_image_classification Public

    Trained a CNN model to fit the CIFAR-10 dataset and train using the AlexNet Architecture. The experiment also trains with different Normalization techniques such as Batch Normalization & L2

    Jupyter Notebook

  5. sentiment_analysis_hotel_reviews sentiment_analysis_hotel_reviews Public

    Sentiment Analysis of hotel reviews using training data of positive and negative hotel reviews using 5 features: Positive review count, Negative Review Count, Occurrence of word 'no', Pronoun count…

    Python

  6. gene_NER_tagging gene_NER_tagging Public

    Training a CRF model to perform Named Entity Recognition to tag gene data.

    Jupyter Notebook