Articles

All the articles and code example published so far:

Machine Learning articles / General-purpose algorithms

• plc_script - tiny programming language written from scratch
• Basic 3D renderer in Python
• Unique paths in a grid - a dynamic programming example
• Permutations generator in Python
• Generative Adversarial Network - an example in Keras (Python)
• Convolutional Neural Network - an example in Keras (Python)
• Remove invalid parentheses problem - Python solution
• Generating word embeddings using a Skip-gram based neural network in Python
• Building a simple recurrent neural network (RNN) in Python from scratch
• Rejection sampling example in Python
• Adding automatic differentiation to a multilayer perceptron in Python
• Lucas-Kanade algorithm implementation in Python from scratch
• Flood fill algorithm in Python
• Integer division algorithm using bitwise operators in Python
• Categorical data input to multilayer perceptrons - a quick discussion
• Softmax and cross-entropy functions for multilayer perceptron networks
• Using SVD in Python
• Multilayer perceptron tutorial - Building one from scratch in Python