[cs231n 2021] Assignments 3 : Implementation of Vanilla RNNs, LSTN, Transformer, GAN

CS231n 2021: Convolutional Neural Networks for Visual Recognition Assignment 3 Q1 : FImage Captioning with...

2023, May 18   —  1 minute read

[cs231n 2021] Assignments 2 : Implementation of FC DNN, Batch Normalization, Dropout, Covolutional Networks

CS231n 2021: Convolutional Neural Networks for Visual Recognition Assignment 2 Q1 : Fully-connected Neural Network....

2023, May 07   —  1 minute read

[cs231n 2021] Assignments 1 : Implementation of KNN, SVM Loss, Softmax Loss, Two Layer DNN

CS231n 2021: Convolutional Neural Networks for Visual Recognition Assignment 1 Q1 : k-Nearest Neighbor classifier....

2023, May 01   —  1 minute read

[cs231n Lecture 5] Convolutional Neural Networks (Lecture Summary & Implementation)

CS231n 2020: Convolutional Neural Networks for Visual Recognition Summary Notes CNN Implementation from Scratch ThreeLayerConvNet...

2023, Apr 24   —  1 minute read

[cs231n Lecture 7] Optimizers : Nesterov Momentum, RMSProp, Adam (Lecture Summary & Implementation)

CS231n 2020: Convolutional Neural Networks for Visual Recognition Summary Notes Optimizers - Nesterov Momentum, RMSProp,...

2023, Apr 23   —  1 minute read

[cs231n Lecture 6] Batch Normalization (Lecture Summary & Implementation)

CS231n 2020: Convolutional Neural Networks for Visual Recognition Summary Notes Batch Normalization Implementation from Scratch...

2023, Apr 22   —  1 minute read

[cs231n Lecture 6] Weight Initialization & Activation Functions

CS231n 2020: Convolutional Neural Networks for Visual Recognition Summary Notes Weight Initialization & Activation Functions...

2023, Apr 21   —  1 minute read