AlancooneyTopic Trends in Machine LearningThe Increasing focus on Safety, Fairness & InterpretabilitySep 29, 2022Sep 29, 2022
AlancooneyVanilla Policy Gradient from ScratchBuild one of the simplest reinforcement learning algorithms, with PyTorchAug 10, 20222Aug 10, 20222
AlancooneyDeriving the Jacobians & Gradients for Neural NetworksIn this article, we’ll derive all the Jacobians and Gradients for a two-layer neural network from first principles. This will include…Aug 9, 2022Aug 9, 2022
AlancooneySimple Hand-Written Digit Recognition with TensorFlow & MNISTIn this article, we’ll create a very simple model using TensorFlow, that learns to recognize hand-written digits. The example is intended…Aug 5, 2022Aug 5, 2022