Paras ChoprainTowards Data ScienceOne neural network, many usesBuild image search, image captioning, similar words and similar images using a single modelFeb 28, 20196Feb 28, 20196
Paras ChoprainTowards Data ScienceMaking deep neural networks paint to understand how they workGenerate abstract art in 100 lines of PyTorch code and explore how neural networks workFeb 4, 20198Feb 4, 20198
Paras ChoprainTowards Data ScienceReinforcement learning without gradients: evolving agents using Genetic AlgorithmsImplementing Deep Neuroevolution in PyTorch to evolve an agent for CartPole [code + tutorial]Jan 7, 201911Jan 7, 201911
Paras ChoprainTowards Data ScienceGenerating New Ideas for Machine Learning Projects Through Machine LearningGenerating style-specific text from a small corpus of 2.5k sentences using a pre-trained language model. Code in PyTorchDec 19, 201812Dec 19, 201812
Paras ChoprainTowards Data ScienceMaking Your Neural Network Say “I Don’t Know” — Bayesian NNs using Pyro and PyTorchA tutorial + code on writing a bayesian image classifier on MNIST dataset.Nov 27, 201841Nov 27, 201841
Paras ChoprainWingify on GrowthThe metathinking approach to making big decisionsPut a plan in place for thinking before you actually start thinking.Aug 23, 20183Aug 23, 20183
Paras ChoprainWingify on GrowthHow to critically dissect a success storyUnderstanding a success story in all its nuances is similar to understanding how the world works, and doing that takes effort…Aug 9, 20181Aug 9, 20181
Paras ChoprainWingify on GrowthTo get good startup ideas, look for anomaliesIdentify compensatory behaviors, understand underlying motivations and design a solution for supporting those motivations.Jul 25, 20189Jul 25, 20189
Paras ChoprainWingify on GrowthStaying relevant in a changing worldExpose yourself to understanding the “why” of your professionJul 12, 2018Jul 12, 2018
Paras ChoprainWingify on GrowthWhy many B2C startups pivot to B2BFew B2C products dominate the market, hence the largest tech companies in the world are predominantly B2C. But for startups, B2B proves to…Jul 4, 20182Jul 4, 20182