Mahendran VenkatachalaminTowards Data ScienceGetting started with a Neural NetworkA simple CNN example with PytorchOct 19, 2021Oct 19, 2021
Mahendran VenkatachalaminTowards Data ScienceIntroduction to Object DetectionFrom Image Classification to Object DetectionMay 12, 2020May 12, 2020
Mahendran VenkatachalaminTowards Data ScienceQ-LearningIntroduction through a simple table based implementation with learning rate, discount factor and explorationOct 3, 20193Oct 3, 20193
Mahendran VenkatachalaminTowards Data ScienceEntropy, Cross Entropy, KL Divergence & Binary Cross EntropyBasics of the entropy based loss functionsSep 21, 20192Sep 21, 20192
Mahendran VenkatachalaminTowards Data ScienceSelf Attention and TransformersFrom Attention to Self Attention to TransformersJul 11, 20194Jul 11, 20194
Mahendran VenkatachalaminTowards Data ScienceAttention in Neural NetworksSome variations of attention architecturesJul 7, 20193Jul 7, 20193
Mahendran VenkatachalaminTowards Data ScienceAn introduction to AttentionThe why and the whatJun 29, 20191Jun 29, 20191
Mahendran VenkatachalaminTowards Data ScienceRecurrent Neural NetworksRemembering what’s importantMar 1, 20192Mar 1, 20192
Mahendran VenkatachalaminTowards Data ScienceGenerative Adversarial Networks — Learning to CreateA peek into the design, training, loss functions and arithmetic behind GANsJan 27, 2019Jan 27, 2019
Mahendran VenkatachalaminTowards Data ScienceAbout Adversarial ExamplesAdversarial examples are an interesting topic in the world of deep neural networks. This post will try to address some basic questions on…Jan 2, 2019Jan 2, 2019
