Rohan Sikand's repositories
torchplate
🍽 A minimal and simple experiment module for machine learning workflows in PyTorch.
waterbirds-starter
Provides scaffolding for training and testing methods for robustness on the Waterbirds dataset. Uses torchplate.
ddpm-pytorch
Minimal implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch.
194W-documentation
Github pages host for documentation for 194W project.
224g-proj-frontend
gpbet.
awesome-papers
Keeping track of research papers that interest me.
cohere-examples
Example code snippets illustrating concepts in large language models via the cohere.ai platform.
cs221-project
🪜 Code for CS 221 final project: "Distributionally Robust Multi-Task Learning for Fair Skin Cancer Classification".
cs228-notes
Course notes for CS228: Probabilistic Graphical Models.
cs330-project-code
Code for CS 330 project.
datasets
Hosting small datasets on Github.
easyjax
🧱 A package that facilitates machine learning development in JAX containing several machine learning utilities and a trainer parent class.
files
Repo to hold and host static files for my website (rosikand.github.io).
icons-50-classifier
Training a PyTorch classifier using torchplate on the icons-50 dataset.
knowledge
(Draft) Knowledge, circa 2022.
linear-algebra-cheatsheet
Cheatsheet style notes of linear algebra concepts and definitions. Markdown + HTML. (work in progress)
machine-learning-dictionary
work in progress.
matrix-calculus-cheatsheet
Concise reference and notes of matrix calculus concepts and definitions with a focus on machine learning. Markdown + HTML.
PhilGPT-old
GPT-powered philosopher question-answering interface. CS 324 Project.
posts
articles.
prototypical-representation-learning
CS 231N Project: Protoypical Pre-training for Visual Representation Learning
pytorch-meta
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
rosikand.github.io
Personal website.
test_data_repo
testing using GH as an image data storage service to read into Python.
test_minimal_python_package
Minimal structure for creating a python package. Install from Github.