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followers: 14.0K following: 6.0 repos: 28.0 gists: 1.0

Name: Chip Huyen

Type: User

Bio: Building infra for real-time ML @claypotai

Twitter: chipro

Location: San Francisco

Blog: https://huyenchip.com

Hi, I'm Chip 👋

I'm a writer and computer scientist. I grew up chasing grasshoppers in a small rice-farming village in Vietnam. I spend a lot of time with chickens and alpacas.

🎓 I teach Machine Learning Systems Design at Stanford.
🔭 I'm currently building a framework for continual evaluation and deployment of ML.
📝 I write a lot! I'm the author of the book Designing Machine Learning Systems (O'Reilly, 2022). My book on machine learning interviews is open-sourced and free! In a past life, I wrote four Vietnamese books of stories about people I met around the world.
😅 Fun fact: After high school, I went to Brunei for a 3-day vacation which turned into a 3-year trip through Asia, Africa, and South America. During my trip, I worked as a Bollywood extra, a casino hostess, and a street performer.

I'm best reached via email. I'm always open to interesting conversations and collaboration.

Chip Huyen's Projects

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

chiphuyen

coding-exercises

My implementation of useful data structures, algorithms, as well as my solutions to programming puzzles.

d2c

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

fasttext

Library for fast text representation and classification.

feathr

Feathr – An Enterprise-Grade, High Performance Feature Store

github-markdown-toc

Easy TOC creation for GitHub README.md

ibis

The flexibility of Python with the scale and performance of modern SQL.

just-pandas-things

An ongoing list of pandas quirks

lazynlp

Library to scrape and clean web pages to create massive datasets.

llavaft

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

metaflow-transformers-tutorials

Metaflow tutorials for ODSC West 2021

milano

Milano is a tool for automating hyper-parameters search for your models on a backend of your choice.

ml-interviews-book

https://huyenchip.com/ml-interviews-book/

openseq2seq

Toolkit for efficient experimentation with various sequence-to-sequence models

plugin-mathjax

MathJAX plugin for GitBook

python-is-cool

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

requests-for-research

A living collection of deep learning problems

sotawhat

Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

tensor2tensor

A library for generalized sequence to sequence models

tensorflow

Computation using data flow graphs for scalable machine learning

tf-oreilly

Code for O'Reilly's "A Short Course on TensorFlow"

transformer-xl

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

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