1.2.1 Introduction 1.2.1.1 Outline 1.2.1.2 Problem 1.2.1.3 Classification 1.2.1.4 Classification to Clustering 1.2.2 Definitions 1.2.2.1 Unsupervised Learning 1.2.2.2 ...

Bread is a chess engine rated around 3550 elo on the computer chess rating lists. It uses minimax search, along with an efficiently updatable neural network trained from zero knowledge using games of ...

International Draughts is a fun board game that's a bit like checkers but with more pieces and on a bigger board. It's all about moving your pieces, capturing your opponent, and trying to outsmart ...

Developing faster algorithms is an important but elusive goal for data scientists. The ability to accelerate complex computing tasks and reduce latency has far-reaching ramifications in areas such as ...

Using neural networks together with advanced reinforcernent learning algorithms can surpass human knowledge of chess and allow us to reimagine the game as we know it. We use AlphaZero, a system that ...

Pruning optimises machine learning models by removing redundant or unimportant components. Originally introduced by Yann LeCun, pruning helps prevent overfitting in models. It serves as a compression ...