Published inTowards Data Science·Jun 14, 20228 More Python Best Practices for Writing Industry-Standard CodeA few Python best practices I learnt after entering the software industry — I recently read a good article by Anmol Tomar on Python Best Practices. It touches on simple yet effective best practices that can improve your code quality. Then I felt like “Well, I can add a few more to this list by Anmol.” Hence, here I am, writing this blog…Python Programming8 min readPython Programming8 min read
Published inTowards Data Science·Jun 26, 2021Monty Hall Problem — An empirical proofA Python simulation of Monty Hall problem — Monty Hall problem is a mathematical brain teaser dealing with probabilistic decision making. It originated from a TV show hosted by Monty Hall in 1963. …Probability6 min readProbability6 min read
Published inTowards Data Science·Apr 25, 2021Implementation Differences in LSTM Layers: TensorFlow vs PyTorchDrawing parallels between TensorFlow LSTM layer and PyTorch LSTM layer. — Tensorflow and Pytorch are the two most widely used libraries in deep learning. Both these libraries have different approaches when it comes to implementing neural networks. Both these libraries started with major differences. Usually, TF was more preferred for developing production-ready models due to its better optimizations, and Pytorch was…Deep Learning11 min readDeep Learning11 min read
