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1. NLP-Project NLP-Project Public

   This repository contains the coding implementation of my project, "Spam Detection in Emails Using RNN with Attention Mechanism." I have added two Google Colab Notebook copies to this repository. On…

   Jupyter Notebook

2. Clustering-Unsupervised-ML-Project Clustering-Unsupervised-ML-Project Public

   In this clustering problem, I have implemented three Unsupervised Learning algorithms: the Mixture of Gaussians, Mean Shift, and Normalized Cut, and explained the difference between the three models.

   Jupyter Notebook

3. Road-Defect-Detection-Using-Image-Annotation Road-Defect-Detection-Using-Image-Annotation Public

   This is a computer vision research project. This is an improvement of the "Road Defect Detection" project, which is implemented using the Mask R-CNN algorithm.

   1 1

4. Discriminative-and-Generative-Classifiers-for-handwritten-digits Discriminative-and-Generative-Classifiers-for-handwritten-digits Public

   In this handwritten digit classifier problem, I have implemented and analyzed the Discriminative and Generative Classifiers and compared their results and behavior. I have implemented the solution …

   Jupyter Notebook

5. Facial-Expression-Recognition-with-HOG-using-CNN Facial-Expression-Recognition-with-HOG-using-CNN Public

   This project has been developed to detect basic human expressions like Angry, Disgust, Fear, Happy, Sad, Surprise, and Neutral using CNN (Convolutional neural network).

   Python

6. Pairwise-Document-Similarity-Computation-for-Big-Data Pairwise-Document-Similarity-Computation-for-Big-Data Public

   This problem involves calculating the pairwise similarity between all documents in a corpus. I have done this using the similarity measure, Cosine similarity. I have demonstrated the sequential and…

   Jupyter Notebook