Today I Learned

Collection of Today I Learned snippets inspired from simonw/til

colab

• Setting up Jupyter Notebook on Colab - 23/09/2020
• Setting up VSCode on Colab - 10/09/2020

containers

• Uninstall Docker Engine - 18/11/2021
• Setting up docker compose for running rubrix service - 07/01/2022
• Building a python image with openjdk install using multistage builds - 02/02/2022

cuda

• Run Tensorflow on GPU using CUDA - 16/11/2020
• Minimize GPU RAM Fragmentation- 27/11/2020

git

• Clean large blobs from Git repository - 04/06/2021
• Setting username and password for git repository - 05/11/2021

fastai

• Use gradio and hf spaces for showcasing app built with fastai models - 03/05/2022
• fastdebug - In-place debugger for the fastai library and pytorch - 20/01/2021
• Category Transforms with reversible mappings - 20/03/2021
• Application facing out of memory issues - 16/12/2020
• Add weighted cross entropy in fastai for unbalanced dataset - 13/09/2020

information-retrieval

• IR Datasets - 02/10/2021

java

• Java 9 New Features - 24/12/2021
• Running Java in Jupyter Notebooks - 05/02/2021
• Setting Java Home environment variable - 01/06/2022

linux

• How to clean up the Fedora root folder - 18/11/2021
• How to use GPG command line - 09/06/2023

NLP

• Getting started with NLP for absolute beginners - 24/04/2022

python

• Poetry first impressions - 09/01/2021
• Readable and Maintainble Jupypter Notebooks - 11/10/2021
• Add CLI to your application using Typer - 28/10/2021
• Datetime Conversions - 02/11/2021
• fastcore: An Underrated Python Library - Hamel blogpost is a great tutorial to get started with fastcore: My favorite parts are store_attr, @patch, @delegates - 07/03/2022
• Radek Osmulski Twitter Thread on fastcore: This covers fastcore.basics module - 07/03/2022

pytorch

• Effective pytorch : Talks about basics, automatic differentiation, encapsulating the model iwth modules, broadcasting, operator overloading, torchscript, custom dataloaders - 27/10/2021

yaml

• Learn yaml in Y minutes : Talks about basics of yaml, how to duplicate content across the document using 'anchors', regexp << indicating that all the keys of one or more specified maps should be inserted into the current map and more. - 13/11/2021