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1. gan-image-generation gan-image-generation Public

   This project implements a Generative Adversarial Network (GAN) using TensorFlow to generate images. It includes saving models, testing, and evaluation techniques such as discriminator accuracy and …

   Jupyter Notebook

2. customer-churn-prediction-dnn customer-churn-prediction-dnn Public

   This project implements a deep neural network for customer churn prediction using the Telco Customer Churn dataset. It includes data preprocessing, model training, and evaluation with accuracy, con…

   Jupyter Notebook

3. RNN-text-generation RNN-text-generation Public

   Shakespeare text generation using Recurrent Neural Networks (RNNs) with LSTM layers. Trained on Shakespeare’s works for 30 epochs to generate text in his style. The model learns character sequences…

   Jupyter Notebook

4. mutual-information-feature-selection mutual-information-feature-selection Public

   This project demonstrates feature selection using mutual information to enhance model performance. It implements a MATLAB solution for selecting relevant features from datasets and evaluates the ef…

   MATLAB

5. text-summarization-Spacy text-summarization-Spacy Public

   This project implements an extractive text summarization model using spaCy. It processes a dataset of news articles, cleans the text, and summarizes key information. The system demonstrates the eff…

   Jupyter Notebook

6. nyc-taxi-trip-duration-EDA nyc-taxi-trip-duration-EDA Public

   This projects performs an exploratory data analysis (EDA) of the NYC taxi trip duration dataset. The analysis includes data preprocessing, summary statistics, and various visualizations, such as hi…

   MATLAB