Hylke C. DonkerinTowards Data ScienceLearning Discrete Data with Harmoniums: Part I, The EssentialsFrom the Archives: Generative AI in the ‘00sJan 52Jan 52
Hylke C. DonkerMutational Signatures ExplainedAn illustrated guide to how mutational signatures workDec 17, 20232Dec 17, 20232
Hylke C. DonkerUnsupervised Learning with Normalising Flows 🌊An Illustrated Guide to Generative AI With Flow Networks.Jul 15, 2023Jul 15, 2023
Hylke C. DonkerObject Orient Programming in JAX with HaikuA One Minute Primer on HaikuJul 9, 2023Jul 9, 2023
Hylke C. DonkerJAX: Fast as PyTorch, Simple as NumPyScalable computation for lazy people.Jul 5, 20232Jul 5, 20232
Hylke C. DonkerinTowards Data ScienceVariational Inference: The BasicsImplementing variational inference from scratchJun 16, 20232Jun 16, 20232
Hylke C. DonkerinTowards Data ScienceBenchmark your AI’s real-world impact with decision curvesMaking and understanding net benefit plots in PythonNov 7, 2022Nov 7, 2022
Hylke C. DonkerinTowards Data ScienceBeware of the hidden error in your test score.Why you should report confidence intervals on your test set.Jul 28, 2022Jul 28, 2022
Hylke C. DonkerinTowards Data ScienceMachine Learning Rules of ThumbA few solid guidelines to give your model a good starting pointMar 31, 20221Mar 31, 20221
Hylke C. DonkerinTowards Data ScienceEurope’s stringent privacy laws are unethical: how GDPR compromises quality of careA call for reform.Aug 13, 2021Aug 13, 2021
