Jeff Wen's starred repositories
professional-programming
A collection of learning resources for curious software engineers
ml-engineering
Machine Learning Engineering Open Book
awesome-system-design-resources
Learn System Design concepts and prepare for interviews using free resources.
comprehensive-rust
This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.
google-swe-book
Software Engineering at Google for Kindle
Data-Science-Interview-Questions-Answers
Curated list of data science interview questions and answers
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
SatelliteSfM
A library for solving the satellite structure from motion problem
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
build-your-own-x
Master programming by recreating your favorite technologies from scratch.
statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
Deep-Learning-In-Production
Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
couplingsmontecarlo
some scripts for the couplings enthusiasts!
python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
prettymaps
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
fromthetransistor
From the Transistor to the Web Browser, a rough outline for a 12 week course
awesome-gis
😎Awesome GIS is a collection of geospatial related sources, including cartographic tools, geoanalysis tools, developer tools, data, conference & communities, news, massive open online course, some amazing map sites, and more.
tufte_algorithms_book
A template for textbooks in the same style as Algorithms for Optimization
r-econ-visual-library
This is a repository maintained by DIME Analytics and containing example graphs on how to create graphs for data analysis of Impact Evaluations using R.