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brain-computer-interface Public
Visualization Display for Brainwaves Captured by EEG Headset
JavaScript UpdatedDec 10, 2022 -
AI-Search-Algorithms Public
This program implements two Informed Search methodologies using two different overall cost functions (& their accompanying heuristics).
Python UpdatedJan 18, 2021 -
AI-Genetic-Algorithm Public
This program implements a solution to the backpack problem by making it as valuable as possible without exceeding the max weight, using a genetic algorithm-based approach.
Python UpdatedJan 16, 2021 -
AI-Sudoku-Solver Public
This program implements a Sudoku puzzle solver using a Constraint Satisfaction Problems approach. [BackTracking / BackJumping]
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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…
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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 '…
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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 UpdatedJan 13, 2021 -
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Quant-Finance-Projects Public
Quantitative Finance & Statistics Projects. Topics including multiple linear regression, variance and instability estimates, display methodology.