Kushajveer SinghinTowards Data ScienceComplete tutorial on building images using DockerEverything you need to know to write Dockerfile and run containers using Docker with an example of setting up Ubuntu, Miniconda, PyTorch.17 min read·Oct 3, 2021----
Kushajveer SinghData augmentation with learnable Resizer network for Image ClassificationResizer is a learnable model to down-sample images before passing it to an image classification model.4 min read·Sep 17, 2021----
Kushajveer SinghinTowards Data ScienceWriting custom CUDA kernels with TritonTriton is a language compiler to write highly optimized CUDA kernels. Learn the basics of GPU programming and how to use Triton.8 min read·Sep 12, 2021----
Kushajveer SinghinTowards Data ScienceComplete tutorial on how to use Hydra in Machine Learning projectsLearn everything you need to know on how to use Hydra in your machine learning projects. All features of Hydra are discussed with code.13 min read·Mar 13, 2021--2--2
Kushajveer SinghWhat can neural networks reason about?Neural network structures that align better with the underlying reasoning algorithm generalize better in reasoning tasks.5 min read·Nov 7, 2020----
Kushajveer SinghHow to setup personal blog using Ghost and Github hostingSetup Ghost from source on local machine and use default Casper theme. Host the blog on Github for free.3 min read·May 30, 2020----
Kushajveer SinghStudy of Mish activation function in transfer learning with code and discussionA Resnet50 model is tested by using Mish in its FC layers. Also, a detailed discussion of the paper is done with code implementations.4 min read·Nov 11, 2019----
Kushajveer SinghMulti-Sample Dropout: Method that reduces the training time by 4 timesBy using multiple samples for the dropout layer the training loss can converge 4 times faster without much overhead2 min read·Jun 17, 2019----
Kushajveer SinghReproducing Leslie N. Smith’s papers using fastaiPapers that introduced cyclic learning, super-convergence are discussed and reproduced for CIFAR-100 and hyper-parameter tuning is…2 min read·Jun 17, 2019----
Kushajveer SinghHow to become an expert in NLP in 2019 (1)Complete list of resources that will provide you with all the theoretical background in the latest NLP research and techniques.7 min read·May 15, 2019--1--1