Vitou PhyInformal Explanation on Shannon EntropyInformation theory on Entropy as a measurement of uncertainty4 min read·Jul 5, 2022----
Vitou PhyinTowards Data ScienceInstability in Training Text-GANPlenty of Tinkering with Black-Box5 min read·Aug 17, 2020----
Vitou PhyinTowards Data ScienceDecoding Strategies that You Need to Know for Response GenerationTechniques to make your generative models better6 min read·Jul 9, 2020--4--4
Vitou PhyinTowards Data ScienceAccuracy is NOT enough for Classification TaskThe difference between accuracy, recall and precision6 min read·Dec 9, 2019--1--1
Vitou PhyinTowards Data ScienceLanguage Model Concept behind Word Suggestion FeatureA Simple Introduction to Ngram6 min read·Nov 2, 2019--1--1
Vitou PhyinTowards Data ScienceMachine Learning Concept behind Linear RegressionApplying Simple ML Model on CO2 Prediction6 min read·Oct 20, 2019----
Vitou PhyinTowards Data ScienceReinforcement Learning Concept on Cart-Pole with DQNA Simple Introduction to Deep Q-Network6 min read·Oct 6, 2019----