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1. CNN CNN Public

   Examples of Convolutional Neural Networks

   Jupyter Notebook

2. Neuralnetwork_Backpropagation Neuralnetwork_Backpropagation Public

   Learn how a neural network learns through back prograpation (using stochastic gradient descent)

   Jupyter Notebook

3. RNN RNN Public

   Recurrent Neural Nets

   Jupyter Notebook

4. softmax_estmating_parameters softmax_estmating_parameters Public

   Estimating model thetas using 1) Gradient Descent, 2) Stochastic Gradient Descent 3) Mini-batch Gradient Descent and 4) Newton Raphson Method (using Quasi Methods) and Backtracking Linesearch. This…

   Jupyter Notebook

5. RecommenderSystems RecommenderSystems Public

   Content Based Filtering using Cosine Similarity, Jaccard Similarity, Euclidean Dissimilarity and Pearson Correlation

   Jupyter Notebook

6. lda_te lda_te Public

   Topic Modeling/Extraction for Telugu articles

   Jupyter Notebook 3