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1. Heart-Failure-Prediction-Classifer-Comparison Heart-Failure-Prediction-Classifer-Comparison Public

   Feature selection and predictive accuracy across clinical dataset. Classifier models used: Logistic Regression, K Nearest Neighbours, Support Vector Machine, Decision Tree, Random Forest, Neural Ne…

   Jupyter Notebook 1

2. Quant-Finance-Projects Quant-Finance-Projects Public

   Quantitative Finance & Statistics Projects. Topics including multiple linear regression, variance and instability estimates, display methodology.

   Jupyter Notebook 45 9

3. Neural-Network-from-Scratch Neural-Network-from-Scratch Public

   This program designs and implements a multi-layer neural network to classify 3 types of Iris plant. First, the program trains the ANN, and then classifies the plants based on user input/data from '…

   Python 1 1

4. AI-Sudoku-Solver AI-Sudoku-Solver Public

   This program implements a Sudoku puzzle solver using a Constraint Satisfaction Problems approach. [BackTracking / BackJumping]

   Python 1 1

5. Naive-Bayes-for-Radar Naive-Bayes-for-Radar Public

   This program implements a Naive Bayesian Classifier to categorize flying objects captured from radar track data into bird / aircraft classes.

   Python