PinnedOliver SinTowards Data ScienceMonte Carlo Methods for Solving Reinforcement Learning ProblemsDissecting “Reinforcement Learning” by Richard S. Sutton with Custom Python Implementations, Episode IIISep 41Sep 41
PinnedOliver SinTowards Data ScienceTime Series Prediction with TransformersA Complete Guide to Transformers in PytorchJan 164Jan 164
PinnedOliver SinTowards Data ScienceFull Explanation of MLE, MAP and Bayesian InferenceIntroducing maximum likelihood estimation, maximum a posteriori estimation and Bayesian InferenceMar 6, 2023Mar 6, 2023
PinnedOliver SinTowards Data ScienceBest Practices for Python DevelopmentSet up and use a professional Python repositoryFeb 8, 20233Feb 8, 20233
PinnedOliver SinTowards Data ScienceIntroduction to Markov chain Monte Carlo (MCMC) MethodsMarkov chains, Metropolis-Hastings, Gibbs sampling, and how it relates to Bayesian inferenceFeb 21, 20232Feb 21, 20232
Oliver SinTowards Data ScienceIntroducing Markov Decision Processes, Setting up Gymnasium Environments and Solving them via…Dissecting “Reinforcement Learning” by Richard S. Sutton with custom Python implementations, Episode IIAug 262Aug 262
Oliver SinTowards Data ScienceIntroduction to Reinforcement Learning and Solving the Multi-armed Bandit ProblemDissecting “Reinforcement Learning” by Richard S. Sutton with Custom Python Implementations, Episode IJul 30Jul 30
Oliver SinTowards Data ScienceIntroduction to Kaggle and Scoring Top 7% in the Titanic CompetitionGet started with Kaggle and submit a (good) first solutionApr 231Apr 231
Oliver SinTowards Data ScienceAdvanced Selection from Tensors in PytorchUsing torch.index_select, torch.gather and torch.takeFeb 271Feb 271
Oliver SinTowards Data ScienceCaching in GitHub ActionsSpeed up your CI/CD PipelinesNov 21, 2023Nov 21, 2023