Shitanshu BhushaninLevel Up CodingDeeper is better: Coding ResNet from scratchSimple implementation of ResNet-50 from scratch using pytorchJul 25Jul 25
Shitanshu BhushaninLevel Up CodingRandom Forest & AdaBoost: Coding Ensemble Methods from ScratchSimple implementation of Random Forest & AdaBoost(SAMME)Jul 14Jul 14
Shitanshu BhushaninLevel Up CodingDecision Trees: Branching Out Step by StepStep-by-step guide on building a Decision Tree using Gini impurityJun 23Jun 23
Shitanshu BhushaninLevel Up CodingPrincipal Component Analysis: Reducing dimensionality from scratchSimple implementation of Principal Component Analysis (PCA) from scratch in numpyJun 18Jun 18
Shitanshu BhushanMultinomial Logistic Regression — coding classification from scratchSimple implementation of gradient descent for multinomial logistic regression from scratch in numpyJun 121Jun 121
Shitanshu BhushanRegularization: Coding a fix for overfitting in Regression from ScratchSimple implementation of L1 and L2 regularization from scratch in python using numpyJun 4Jun 4
Shitanshu BhushanLinear Regression: Coding the OG from ScratchSimple implementation of SGD and closed form solution for linear regression using numpyMay 27May 27