Published inTowards Data ScienceSampling from a population of unknown sizeIntroduction to uniform sampling algorithms for streaming itemsApr 20, 2022Apr 20, 2022
Published inTowards Data ScienceThe notebook-induced regressionHow massive adoption of notebooks is negatively affecting quality of code in data scienceMar 16, 2022Mar 16, 2022
Published inTowards AIShip detection on Sentinel-2 images with Mask R-CNN modelA time analysis of maritime traffic using pytorch and open dataNov 29, 2021Nov 29, 2021
Published inTowards Data ScienceDistribution-based loss functions for deep learning modelsAn overview on cross-entropy and its variants for measuring classification losses, with a case study on highly unbalanced datasetsNov 9, 2021Nov 9, 2021
Published inTowards Data SciencePrey and predators — a model for the dynamics of biological systemsThe Lotka-volterra modelOct 18, 2021Oct 18, 2021
Published inTowards Data ScienceAccelerated Python for general-purpose and scientific computationally expensive tasksThe easy way with Numba and CUDAOct 18, 2021Oct 18, 2021
Mario, learning to tradeA minimal introduction to MDP and value function iterationJun 28, 2021Jun 28, 2021
Published inTowards Data ScienceModeling the spread of diseasesA simulation exercise with SIR modelsMar 8, 20201Mar 8, 20201
Published inTowards Data ScienceA mathematical introduction to word2vec modelUnderstanding the theory behind itSep 10, 2019Sep 10, 2019
Published inTowards Data ScienceHow to train the word2vec modelAn implementation exampleSep 10, 20191Sep 10, 20191
