Pinned Repositories
gate
Drift detection module for machine learning pipelines.
ipyflow
A reactive Python kernel for Jupyter notebooks.
mltrace
Coarse-grained lineage and tracing for machine learning pipelines.
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.
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.
m1-setup
Notes on how I set up my new M1 MacBook Pro
overleave
Chrome extension that opens and syncs Overleaf compiled pdfs in a new window.
toy-ml-pipeline
Toy example of an applied ML pipeline for me to experiment with MLOps tools.
docetl
A system for agentic LLM-powered data processing and ETL
shreyashankar's Repositories
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.
shreyashankar/toy-ml-pipeline
Toy example of an applied ML pipeline for me to experiment with MLOps tools.
shreyashankar/overleave
Chrome extension that opens and syncs Overleaf compiled pdfs in a new window.
shreyashankar/m1-setup
Notes on how I set up my new M1 MacBook Pro
shreyashankar/debugging-ml-talk
Code accompanying the "Debugging machine learning in production" talk
shreyashankar/web3-reading-list
List of good readings on web3.
shreyashankar/spade-experiments
Experiments to assess SPADE on different LLM pipelines.
shreyashankar/ml-dataval-tutorial
Tutorial: Data Validation for Machine Learning Techniques
shreyashankar/oreilly-monitoring
shreyashankar/research-ideas
List of proposed abstracts I'd love to work on, if I had the time.
shreyashankar/100-exercises-to-learn-rust
A self-paced course to learn Rust, one exercise at a time.
shreyashankar/questions
Questions I have that I would love to explore if I have time.
shreyashankar/vython
Versioning Python scripts.
shreyashankar/shreyashankar
shreyashankar/ChainForge
An open-source visual programming environment for battle-testing prompts to LLMs.
shreyashankar/mltrace-ifc-demo
Project demo for CS294 Privacy-Preserving Systems.
shreyashankar/open_lth
A repository in preparation for open-sourcing lottery ticket hypothesis code.
shreyashankar/motion-sigmod-demo
SIGMOD Demo 2024 Submission for Motion
shreyashankar/prompteng
Experiment scaffold for trying out different prompts.
shreyashankar/streams
STREAMS: A Benchmark of Naturalistic Streaming Data for Online Continual Learning
shreyashankar/needle-in-the-real-world
shreyashankar/prompt-eval-recommendation
Streamlit app for recommending eval functions using prompt diffs
shreyashankar/cal-data-eng.github.io
Data Engineering Course Website
shreyashankar/deem-workshop.github.io
shreyashankar/LLMDrift
shreyashankar/modal-client
Python client library for Modal
shreyashankar/nbsafety
Fearless interactivity for Jupyter notebooks.
shreyashankar/nbsafety-experiments
shreyashankar/OpenAI_CLIP_adversarial_examples
Developing adversarial examples and showing their semantic generalization for the OpenAI CLIP model (https://github.com/openai/CLIP)
shreyashankar/research-blog