Ahmedkoptan

Policy-Iteration-using-Exact-and-Neural-Network-methods-in-Reinforcement-Learning

Policy Iteration using Exact, Quadratic Architecture, and Neural Network Architectures for Reinforcement Learning

Safe-Haven

Detecting physical and weapon violence from live feed and triggering alarm

rollout-monte-carlo

Rollout Algorithm using Monte Carlo Simulations to create better policy than base policy

travel-site

BigBro

Safety Application to avoid intruders

Maximum-Flow-of-National-Airspace-with-Spacial-and-Temporal-Constraints

A combination of Edmonds-Karp maximum flow algorithm with Greedy Earliest Flight selection to compute the maximum flow of the National Airspace given temporal and spatial constraints

Categorical-Naive-Bayes-Classifier-for-Mushroom-Dataset

Naive Bayes Classifier for Mushroom Dataset with Laplacian smoothing to detect whether a mushroom is edible or poisonous

Emotion-Recognition-on-live-cam-and-static-imgs-with-DeXpression-and-miniXception-CNNs-and-ML-algos

Emotion Recognition from live webcam and static images with DeXpression, miniXception, a CNN made from scratch, and other ML algorithms. All algorithms are trained and tested on Fer2013 dataset

CNN-and-variations-of-Fully-connected-NN-on-MNIST-with-Keras

Implementing a Convolutional Neural Network and variations of a Fully Connected Neural Networks for performance evaluation on MNIST handwritten digits with Keras (Tensorflow as backend)

Neural-Network-Classifier-for-handwritten-digits

Neural Network Classifier with 1 input, 1 hidden, and 1 output layer for handwritten digit classification

Logistic-Regression

Logistic Regression with linear decision boundary and Logistic Regression with regularization on non-linear decision boundary

Linear-Regression

Linear Regression with large dataset using Gradient Descent & Normal Equation

Networked-Gold-Rush-Game

A multiplayer game in Java with server hosting 2 players

model-eval-article-supplementary

Supplementary material for the article "Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning"

Linear-Regression-using-Gradient-Descent-Algorithm

Linear Regression using Gradient Descent Algorithm to evaluate the cost function

SVM-Classifier-for-MNIST-Dataset

Support Vector Machine (SVM) Classifier for handwritten digits in the MNIST Dataset

Linear-Regression-for-MNIST-Dataset

Matlab Script for Pattern Recognition Classifier for handwritten digits in the MNIST Dataset

KNN-Classifier-for-the-MNIST-Dataset

K Nearest Neighbour (KNN) Classifier for handwritten digits in the MNIST Dataset

Decision-Tree

Data Clustering using Decision Tree

Sokoban-Game