PinnedShubham ShrivastavaTransformers for VisionUnderstanding Transformers through implementation and visualization of attention weights by dissecting the model intermediate layersJun 8, 2022Jun 8, 2022
PinnedShubham ShrivastavaWhat is word2vec and how to build it from scratch?Part 1: Co-Occurrence MatrixMar 30, 2022Mar 30, 2022
Shubham ShrivastavaMuTorch: A lightweight Deep Learning framework with PyTorch-like APIMuTorch is a deep learning framework built for educational purposes and to build a deep understanding of how neural networks work. This is…Sep 21, 2022Sep 21, 2022
Shubham ShrivastavaMachine Learning for Beginners: Understanding the basics through a simple Neural Network built and…IntroductionJun 1, 2022Jun 1, 2022
Shubham ShrivastavaWhat is word2vec and how to build it from scratch?Part 5: Skip-Gram Implementation —Negative SamplingMar 30, 2022Mar 30, 2022
Shubham ShrivastavaWhat is word2vec and how to build it from scratch?Part 4: Skip-Gram Implementation — Naive SoftmaxMar 30, 2022Mar 30, 2022
Shubham ShrivastavaWhat is word2vec and how to build it from scratch?Part 3: Negative SamplingMar 30, 2022Mar 30, 2022
Shubham ShrivastavaWhat is word2vec and how to build it from scratch?Part 2: Learning-Based Approaches (CBOW and Skip-Gram)Mar 30, 2022Mar 30, 2022