Two quick examples on how to checkpoint and resume training in pytorch.

A quick step-by-step guide to benchmarking the resource requirements of training/testing deep learning models using ptflops.

A set of commands to do search and replace for both single and multiple files on nvim

Quick introduction and guide to using hydra for management configuration in large scale experiments.

Quick guide on how to use macros in vim

Presentation of the Data Distillation for Tabular Data project at AAAI-24

Using neovim and vimtex to compile latex locally.

Unofficial RPI presentation template for beamer.

A simple guide on using conda and venv to manage python virtual environments.

Unofficial RPI poster template for beamer.

Cross link private Supply -- Chainlink Constellation Hackation 2023 submission

A tutorial on setting up your own instance of LLM and fine-tuning them.

Different options for making a nice progress bar in python scripts.

Some tips I learned over the years on using a remote computing resources effectively.

Quick tutorial on how to use tensorboard to do initial hyperparameter tuning with pytorch lightning.