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1. Suprvised-Machine-Learning-for-Text-Classification Suprvised-Machine-Learning-for-Text-Classification Public

   This project successfully executes the Random Forest algorithm for classifying text data into pre-defined categories with an accuracy of 98%.

   Python 1

2. Genetic-Algorithm-for-automated-hyperparameter-tuning Genetic-Algorithm-for-automated-hyperparameter-tuning Public

   Genetic algorithm for hyper parameter tuning of a deep Neural Network using Tensorflow

   Jupyter Notebook 3 1

3. Text-Generation-using-RNN Text-Generation-using-RNN Public

   Text generation using Recurrent Neural Networks by training them on scraped positive and negative product reviews of Amazon to generate wholly new and original sequences of words

   Jupyter Notebook 1

4. Graph-Analytics-using-Graphframes Graph-Analytics-using-Graphframes Public

   Comprehensive analysis of Twitter data using Graph algorithms like indegree/outdegree, motifs, label propogation, page rank, community detection, etc.

   Jupyter Notebook 1

5. Sentence-similarity-using-word-vectors-and-LP Sentence-similarity-using-word-vectors-and-LP Public

   Algorithm to calculate sentence similarity as a linear optimization problem using Gurobi

   Jupyter Notebook

6. Document-clustering-using-unspervised-learning Document-clustering-using-unspervised-learning Public

   Text analytics using unsupervised learning (K-means clustering)

   Python 2