shreyashankar

gpt3-sandbox

The goal of this project is to enable users to create cool web demos using the newly released OpenAI GPT-3 API with just a few lines of Python.

create-ml-app

Template Makefile for ML projects in Python.

datasets-for-good

List of datasets to apply stats/machine learning/technology to the world of social good.

toy-ml-pipeline

Toy example of an applied ML pipeline for me to experiment with MLOps tools.

overleave

Chrome extension that opens and syncs Overleaf compiled pdfs in a new window.

m1-setup

Notes on how I set up my new M1 MacBook Pro

debugging-ml-talk

Code accompanying the "Debugging machine learning in production" talk

web3-reading-list

List of good readings on web3.

ml-dataval-tutorial

Tutorial: Data Validation for Machine Learning Techniques

oreilly-monitoring

research-ideas

List of proposed abstracts I'd love to work on, if I had the time.

datatracker

WIP experimental project to make for a better ML development UX.

questions

Questions I have that I would love to explore if I have time.

vython

Versioning Python scripts.

shreyashankar

anxiety-extension

Chrome extension for logging moods.

mltrace-ifc-demo

Project demo for CS294 Privacy-Preserving Systems.

open_lth

A repository in preparation for open-sourcing lottery ticket hypothesis code.

shreyashankar.github.io

prompteng

Experiment scaffold for trying out different prompts.

streams

STREAMS: A Benchmark of Naturalistic Streaming Data for Online Continual Learning

cal-data-eng.github.io

Data Engineering Course Website

LLMDrift

nbsafety

Fearless interactivity for Jupyter notebooks.

nbsafety-experiments

objax

OpenAI_CLIP_adversarial_examples

Developing adversarial examples and showing their semantic generalization for the OpenAI CLIP model (https://github.com/openai/CLIP)

research-blog

tufte-latex

A Tufte-inspired LaTeX class for producing handouts, papers, and books

user-stories

Repository for maintaining user stories