๐Ÿ“™ CIFAR-10 Classifiers: Part 4 - Build a Simple Image Classifier using PyTorch Lightning

This notebook is part of CIFAR-10 Classifiers post, which covers building classifiers using TensorFlow, PyTorch, PyTorch Lightning etc. Part 1: Tensorflow | Part 3: PyTorch CIFAR 10 Classifier: Pytorch Lightning Edition We use Pytorch Lightning in this notebook, it abstracts away all the boiler plate code that we need to add to every pytorch training workflow. [Read More]

๐Ÿ“™ CIFAR-10 Classifiers: Part 2 - Use Keras Tuner to speed up the hyperparameter search

Part 1: Tensorflow This notebook is part of CIFAR-10 Classifiers post. In that post, I cover building classifiers using Deep Learning frameworks such as TensorFlow, PyTorch, PyTorch Lightning and making use of several hyperparameter optimization libraries. [Read More]

๐ŸŒ Creating a simple web service in R

I keep getting amazed by the amount of things you can do in R. I mainly use it for plotting using ggplot package and quick analysis (thanks tidyverse), but there are other cool things such as R Markdown, Flex Dashboards, Deep Learning in R (although I prefer Python or Julia) and converting your R scripts into a web service. [Read More]

๐Ÿ“ Jupyter Cheatsheet

These are the list of commands and syntax I find using most often on Jupyter. These have been tested on Ubuntu and Mac. If you are looking for a more complete cheatsheet with some nice visuals, you can try these: [Read More]

๐Ÿ“ PyTorch Snippets

Let me start by saying that the โ€œPyTorch website is awesomeโ€. The front page quickly gets you started with the installation, the tutorials, and the documentation. This post mainly covers the things that I wish to find quickly and serves as something I can refer to regularly. [Read More]