shreyashankar/research-ideas

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shreyashankar/research-ideas

shreyashankar

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

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.

Jupyter Notebook

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

Jupyter Notebook

web3-reading-list

List of good readings on web3.

spade-experiments

Experiments to assess SPADE on different LLM pipelines.

ml-dataval-tutorial

Tutorial: Data Validation for Machine Learning Techniques

Jupyter Notebook

planner

A "smart" planner that determines when to study, work on assignments, etc.

oreilly-monitoring

Jupyter Notebook

vython

Versioning Python scripts.

questions

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

datatracker

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

shreyashankar

anxiety-extension

Chrome extension for logging moods.

mltrace-ifc-demo

Project demo for CS294 Privacy-Preserving Systems.

Jupyter Notebook

shreyashankar.github.io

streams

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

Jupyter Notebook

prompteng

Experiment scaffold for trying out different prompts.

wakeupnow

Detect when people fall asleep at the wheel and wake them up

motion-sigmod-demo

SIGMOD Demo 2024 Submission for Motion

commitwriter

Using gpt-4 to write docstrings and commit messages.

news-classifier-ui

UI for News Classifier

bazarre

sentiment

Pi-ke

CS107E Final Project

healthy-eating

needle-in-the-real-world

Jupyter Notebook