Shreya Shankar (@shreyashankar)
github

shreyashankar

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Top repositories

1

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.
JavaScript
2,900
star
2

create-ml-app

Template Makefile for ML projects in Python.
Python
521
star
3

datasets-for-good

List of datasets to apply stats/machine learning/technology to the world of social good.
236
star
4

toy-ml-pipeline

Toy example of an applied ML pipeline for me to experiment with MLOps tools.
Jupyter Notebook
206
star
5

overleave

Chrome extension that opens and syncs Overleaf compiled pdfs in a new window.
JavaScript
123
star
6

m1-setup

Notes on how I set up my new M1 MacBook Pro
89
star
7

debugging-ml-talk

Code accompanying the "Debugging machine learning in production" talk
Jupyter Notebook
29
star
8

web3-reading-list

List of good readings on web3.
17
star
9

spade-experiments

Experiments to assess SPADE on different LLM pipelines.
Python
16
star
10

ml-dataval-tutorial

Tutorial: Data Validation for Machine Learning Techniques
Jupyter Notebook
9
star
11

planner

A "smart" planner that determines when to study, work on assignments, etc.
Python
8
star
12

oreilly-monitoring

Jupyter Notebook
7
star
13

research-ideas

List of proposed abstracts I'd love to work on, if I had the time.
7
star
14

vython

Versioning Python scripts.
Python
5
star
15

questions

Questions I have that I would love to explore if I have time.
5
star
16

datatracker

WIP experimental project to make for a better ML development UX.
Python
5
star
17

shreyashankar

4
star
18

anxiety-extension

Chrome extension for logging moods.
JavaScript
3
star
19

mltrace-ifc-demo

Project demo for CS294 Privacy-Preserving Systems.
Jupyter Notebook
3
star
20

shreyashankar.github.io

Astro
3
star
21

streams

STREAMS: A Benchmark of Naturalistic Streaming Data for Online Continual Learning
Jupyter Notebook
2
star
22

prompteng

Experiment scaffold for trying out different prompts.
Python
2
star
23

wakeupnow

Detect when people fall asleep at the wheel and wake them up
Java
2
star
24

motion-sigmod-demo

SIGMOD Demo 2024 Submission for Motion
Python
2
star
25

commitwriter

Using gpt-4 to write docstrings and commit messages.
Python
1
star
26

news-classifier-ui

UI for News Classifier
HTML
1
star
27

bazarre

Java
1
star
28

sentiment

Python
1
star
29

Pi-ke

CS107E Final Project
C
1
star
30

healthy-eating

Python
1
star
31

needle-in-the-real-world

Jupyter Notebook
1
star