machine-learning-articles

Why we included this project

Christian Versloot wrote these machine learning articles between May 2019 and February 2022 for MachineCurve.com, and when he stopped maintaining the blog he moved the whole collection here rather than let it disappear. The pieces cover the practical end of the field, from classical scikit-learn workflows to building and tuning neural networks in TensorFlow, Keras, and PyTorch, with dedicated material on transformers like BERT and GPT, clustering with DBSCAN, and GANs. Most articles pair a clear explanation with runnable code, so they work equally well as a tutorial sequence for someone learning deep learning and as a reference to dip back into when a specific algorithm needs refreshing. It is not software you install; it is a preserved, topic-organized educational archive that keeps useful writing available long after the original site went away.