Articles and code examples

plc_script - tiny programming language written from scratch

plc_script - tiny programming language written from scratch

Basic 3D renderer in Python

Basic 3D renderer in Python

Unique paths in a grid - a dynamic programming example

Unique paths in a grid - a dynamic programming example

Permutations generator in Python

Permutations generator in Python

Generative Adversarial Network - an example in Keras (Python)

Generative Adversarial Network - an example in Keras (Python)

Convolutional Neural Network - an example in Keras (Python)

Convolutional Neural Network - an example in Keras (Python)

Remove invalid parentheses problem - Python solution

Remove invalid parentheses problem - Python solution

Generating word embeddings using a Skip-gram based neural network in Python

Generating word embeddings using a Skip-gram based neural network in Python

Building a simple recurrent neural network (RNN) in Python from scratch

Building a simple recurrent neural network (RNN) in Python from scratch

Rejection sampling example in Python

Rejection sampling example in Python

Adding automatic differentiation to a multilayer perceptron in Python

Adding automatic differentiation to a multilayer perceptron in Python

Lucas-Kanade algorithm implementation in Python from scratch

Lucas-Kanade algorithm implementation in Python from scratch

Flood fill algorithm in Python

Flood fill algorithm in Python

Integer division algorithm using bitwise operators in Python

Integer division algorithm using bitwise operators in Python

Categorical data input to multilayer perceptrons - a quick discussion

Categorical data input to multilayer perceptrons - a quick discussion

Softmax and cross-entropy functions for multilayer perceptron networks

Softmax and cross-entropy functions for multilayer perceptron networks

Using SVD in Python

Using SVD in Python

Multilayer perceptron tutorial - Building one from scratch in Python

Multilayer perceptron tutorial - Building one from scratch in Python