Sun WeiraninTowards Data ScienceA fair world in ML modeling where men and women should be treated the same wayA study of gender fairness of ML models trained from UCL Adult datasetSep 23, 2021Sep 23, 2021
Sun WeiraninTowards Data ScienceImpressive and Interactive Presentation with Plotly and SphinxData scientists can do better presentations without PowerPointMar 27, 20213Mar 27, 20213
Sun WeiraninTowards Data ScienceReal-time Age, Gender and Emotion Prediction from Webcam with Keras and OpenCVFind working codes and trained models hereDec 31, 20206Dec 31, 20206
Sun WeiraninTowards Data ScienceArtistic Photo Filter Implemented with Clustering AlgorithmsMachine Learning for Fun, SometimesNov 30, 2020Nov 30, 2020
Sun WeiraninTowards Data ScienceNext Better Player? GBDT + LR for Binary ClassificationAnother Effective Stacking Predictive AlgorithmNov 6, 2019Nov 6, 2019
Sun WeiraninTowards Data ScienceAvoid Data Leakage — Split Your Data Before ProcessingOne Potential Reason for Model Failure in ProductionOct 22, 2019Oct 22, 2019
Sun WeiraninTowards Data ScienceWhy is Boosting Fitting ResidualGeneric Explanation for Boosting AlgorithmSep 17, 2019Sep 17, 2019
Sun WeiraninTowards Data ScienceHyper Parameter Tuning with Randomised Grid SearchRandomised grid search is very useful in finding near-optimal hyper parameters for any machine learning models.Sep 4, 20192Sep 4, 20192
Sun WeiranLearn XPath in 5 minutes — A tutorial for beginnersWhat is XPath? How to use XPath?Jun 5, 20192Jun 5, 20192