Snippets
A collection of code samples, machine learning experiments, katas, and project templates.
Machine Learning
RL - Deep Q-Learning
Implementation of Q-Learning algorithm using the Cart Pole environment
View on GitHub arrow_forwardRL - Tile Coding
Discretizing continuous space using Tile Coding
View on GitHub arrow_forwardRL - Discretization
Applying Reinforcement learning algorithms to discretize continuous state and action spaces
View on GitHub arrow_forwardRL - Temporal-Difference
Implementation of Temporal-Difference methods using the Cliff Walking environment
View on GitHub arrow_forwardRL - Monte Carlo
Implementation of Monte Carlo algorithms using the Blackjack environment
View on GitHub arrow_forwardRL - Dynamic Programming
Implementation of dynamic programming algorithms using the Frozen Lake environment
View on GitHub arrow_forwardCNN with CIFAR-10
Using a CNN to classify images from the CIFAR-10 dataset
View on GitHub arrow_forwardMLP with MNIST
Using Multi-layer Perceptron to classify MNIST dataset
View on GitHub arrow_forwardAnalyzing IMDB Dataset
Analyzing the IMDB dataset with Keras
View on GitHub arrow_forwardDNN - Student Admissions
Predicting student admissions using a DNN with Keras
View on GitHub arrow_forwardPCA
Applying PCA over the 'Labeled Faces in the Wild' dataset
View on GitHub arrow_forwardKMeans vs GMM
Clustering the Iris dataset with KMeans and Gaussian Mixture
View on GitHub arrow_forwardDBSCAN
Using DBSCAN to cluster a couple of random datasets
View on GitHub arrow_forwardHierarchical Clustering
Use Hierarchical Clustering to classify the Iris dataset
View on GitHub arrow_forwardClustering
Apply Clustering to explore a dataset with movie ratings
View on GitHub arrow_forwardDecision Trees
Using Decision Trees in the Titanic dataset
View on GitHub arrow_forwardCode Samples
Grokking Algorithms
Algorithms implementation in C++ from the Grokking Algorithms book
View on GitHub arrow_forwardAWS Service from Xbox One
UWP application to test the Amazon Product Advertising API and deploy into a Xbox One
View on GitHub arrow_forwardMicrosoft Sync Framework
Sample to know how the SyncFramework works with databases
View on GitHub arrow_forwardChat Mqtt
Basic chat using Mqtt protocol to share messages
View on GitHub arrow_forwardKatas
Multiples of 3 and 5
Multiples of 3 and 5 kata using Python Unittest
View on GitHub arrow_forwardTemplates
ASP.NET Core Web API Controller Template
Template to create a controller file in an ASP.NET Core Web API project
View on GitHub arrow_forwardASP.NET Core Web API Slim Template
Template for ASP.NET Core project based on built-in web template
View on GitHub arrow_forwardC++ Project Template
Shell script to create a folder structure for a C++ project with Google Test
View on GitHub arrow_forwardPrism Component for VS
Project template to create a basic structure for a Prism WPF component
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