Aditya RastogiUsing Selenium and Twilio’s Voice API to call myself for getting my vaccine slot booked in IndiaHere’s how I used Selenium and Twilio’s Voice API in Python to make a phone call when vaccine slots got available near my location in…May 28, 2021May 28, 2021
Aditya RastogiinAnalytics VidhyaReducing computational constraints in SimCLR using Momentum Contrast V2 (MoCo-V2) in PyTorchWe implement Moco-v2 in PyTorch on Imagenette and Imagewoof datasets and train our model on Google Colab.Aug 20, 20201Aug 20, 20201
Aditya RastogiinAnalytics VidhyaUnderstanding SimCLR — A Simple Framework for Contrastive Learning of Visual RepresentationsSimCLR advanced the previous SOTA results in self-supervised learning by a great margin. This article explains how it works with code.Apr 4, 20207Apr 4, 20207
Aditya RastogiinThe StartupThe GNU Toolchain ExplainedThe GNU toolchain contains GNU m4, Make, Bison, GCC, GNU Binutils, GDB and the GNU build system. Let’s understand these tools in detail.Mar 17, 2020Mar 17, 2020
Aditya RastogiinDataDrivenInvestorVisualizing Neural Networks using Saliency Maps in PyTorchNeural networks are being used in a lot of applications and their use cases are increasing at an astonishing rate. There is a growing need…Jan 16, 20201Jan 16, 20201
Aditya RastogiinTowards Data ScienceSolving Racetrack in Reinforcement Learning using Monte Carlo ControlIn this blog post, we will be solving the racetrack problem in reinforcement learning in a detailed step-by-step manner.Jan 6, 2020Jan 6, 2020
Aditya RastogiinTowards Data ScienceElucidating Policy Iteration in Reinforcement Learning — Jack’s Car Rental ProblemIn this blog post, I’ll try to elucidate the policy iteration algorithm in Reinforcement Learning by using it to solve Jack’s Car Rental…Oct 10, 20194Oct 10, 20194
