Wanshun WonginTowards Data ScienceWhat is Bayes Error?A simple introduction to a fundamental concept of machine learningJun 6, 2023Jun 6, 2023
Wanshun WonginTowards Data ScienceWhat is Residual Connection?A technique for training very deep neural networksDec 18, 20211Dec 18, 20211
Wanshun WonginTowards Data ScienceLipschitz Continuity and Spectral NormalizationHow to make neural networks more robustAug 21, 2021Aug 21, 2021
Wanshun WonginTowards Data ScienceData Preprocessing for Using Distance FunctionsTo ensure the input features contribute to the distance function proportionallyFeb 25, 2021Feb 25, 2021
Wanshun WonginTowards Data ScienceHow to preprocess social media data and text messagescoz imo many ppl write like thisss onl 🤦🏻♂️ (╯°□°)╯︵ ┻━┻Nov 13, 2020Nov 13, 2020
Wanshun WonginTowards Data ScienceWhat is a Siamese Neural Network?A neural network that specializes in measuring similarityOct 2, 2020Oct 2, 2020
Wanshun WonginTowards Data ScienceWhat is Group Normalization?An alternative to Batch NormalizationJun 17, 20202Jun 17, 20202
Wanshun WonginTowards Data ScienceWhat is Gumbel-Softmax?A differentiable approximation to sampling discrete dataMay 17, 20201May 17, 20201
Wanshun WonginTowards Data ScienceThink twice before you use Principal Component Analysis in supervised learning tasksBecause it usually does more harm than goodApr 7, 20201Apr 7, 20201
Wanshun WonginTowards Data ScienceWhat is Gradient Clipping?A simple yet effective way to tackle Exploding GradientsMar 3, 2020Mar 3, 2020