PinnedDomain Adaptation for Gravitational Lens finding| GSOC 22' @ ML4SciIn this article, I’d like to share my GSOC experience and the lessons I learned. The learning journey with my mentors at ML4Sci was one of the best I’ve ever had; along with Machine Learning, Open-source and Astronomy, I learned a lot. In…Astronomy8 min readAstronomy8 min read
5 days agoLLMs, for the winYou really have to live under some stone if you have not heard of or used ChatGPT. It has taken the world by storm with its very good (but often not so sure) responses. The goal of this article is to give an intuition about LLMs (Large Language Models), the…Deep Learning5 min readDeep Learning5 min read
Oct 17, 2021Understanding ConvMixer (with a simple PyTorch implementation)Recently in a tweet by Andrej Karpathy a paper has gone viral https://twitter.com/karpathy/status/1445915220644229124, where a model accomplishes two things together,1) crosses the 80% top1-accuracy in Imagenet 1k and 2) the whole model architecture actually fits in a tweet!! this was a paper titled “Patches Are All You Need?” where the…Deep Learning4 min readDeep Learning4 min read
Published inAnalytics Vidhya·Sep 17, 2021PyTorch HooksSometimes there are many ways to do the same task. How you do it depends on the tools available and how efficient you are with them. Pytorch Hook is that tool, without which you may make a whole Neural Network and also train it, but when you know how powerful…Deep Learning5 min readDeep Learning5 min read
Published inAnalytics Vidhya·Jul 1, 2021Learning from different types of data, without supervisionClive Humby, a British mathematician said that “ Data is the new oil” back in 2006. We all know now how precise this statement is. Then isn't limiting to only a single type of data restricting us from doing more complex tasks? We have created domains in deep learning like…Deep Learning7 min readDeep Learning7 min read
May 28, 2020Behavioural CloningThe self-driving car is considered as one of the next big things in the technology scene. …Deep Learning3 min readDeep Learning3 min read
Jul 16, 2019Physics from Machine Learning’s perspectiveIf we see the starting of Science, it was with the people trying to understand their surroundings. This thirst of curiosity had done miracles to the ‘human’ revolution. With some theories dated back to the pre-Christ era starting with the Heliocentric theory, then came Galileo with his ideas and telescopes…Machine Learning3 min readMachine Learning3 min read
