PinnedOliver SinTowards Data ScienceTime Series Prediction with TransformersA Complete Guide to Transformers in Pytorch·17 min read·Jan 16, 2024--4--4
PinnedOliver SinTowards Data ScienceFull Explanation of MLE, MAP and Bayesian InferenceIntroducing maximum likelihood estimation, maximum a posteriori estimation and Bayesian Inference·13 min read·Mar 6, 2023----
PinnedOliver SinTowards Data ScienceBest Practices for Python DevelopmentSet up and use a professional Python repository·8 min read·Feb 8, 2023--3--3
PinnedOliver SinTowards Data ScienceIntroduction to Markov chain Monte Carlo (MCMC) MethodsMarkov chains, Metropolis-Hastings, Gibbs sampling, and how it relates to Bayesian inference·14 min read·Feb 21, 2023--2--2
PinnedOliver SinTowards Data ScienceDependency Management with PoetryUsing pyenv and poetry to organize Python·4 min read·Oct 22, 2022--3--3
Oliver SinTowards Data ScienceIntroduction to Kaggle and Scoring Top 7% in the Titanic CompetitionGet started with Kaggle and submit a (good) first solution·14 min read·Apr 23, 2024--1--1
Oliver SinTowards Data ScienceAdvanced Selection from Tensors in PytorchUsing torch.index_select, torch.gather and torch.take·6 min read·Feb 27, 2024--1--1
Oliver SinTowards Data ScienceCaching in GitHub ActionsSpeed up your CI/CD Pipelines·7 min read·Nov 21, 2023----
Oliver SinBetter ProgrammingAchieve More Control over Rebases by Using the git rebase — onto CommandSolving two common rebase problems in practise·6 min read·Aug 10, 2023----
Oliver SinLevel Up CodingConstruct and Insert Elements to Containers In Place with C++Using std::vector::emplace·3 min read·Aug 6, 2023----