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1. DeepLearning-Logistic_Regression DeepLearning-Logistic_Regression Public

   Logistic Regression Implementations - ML, Shallow NN and Enhanced Deep Neural Network for Structured and Unstructured Data Classification

   Jupyter Notebook 1

2. DeepLearning-Unsupervised_learning_and_generating_images DeepLearning-Unsupervised_learning_and_generating_images Public

   Generation of Devnagari Character Images using AutoEncoder, Variational AutoEncoder and Generative Adversarial Networks using Keras

   Jupyter Notebook

3. NLP-Textual_Similarity NLP-Textual_Similarity Public

   Implementation and Comparison of Multiclass Synonyms Equivalence Classifiers based on Textual Similarity Metrics using Keras

   Jupyter Notebook

4. ResearchTopicsInAI-DNN_for_Image_Classification ResearchTopicsInAI-DNN_for_Image_Classification Public

   Custom Connected Layer Implementation (Filter Size equal to Image Size) in Keras for Binary Image Classification

   Jupyter Notebook

5. Optimisation-LinearProgramming Optimisation-LinearProgramming Public

   Linear Programming Solution in Python (OR-Tools) for Unit Commitment (electricity generator scheduling) problem

   Jupyter Notebook 3

6. Optimisation-EDA Optimisation-EDA Public

   Exploratory Data Analysis of Random Search, CMA, and PSO Optimisation Algorithms for Facility Location Problem

   Jupyter Notebook 2