Skills for Real Engineers. Straight from my .agents directory.

Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on tasks like multi-label classification, named entity recognition,…

Research on Tabular Foundation Models

An extremely fast Python package and project manager, written in Rust.

Datasets derived from US census data

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Curated list of interactive ML demos

The first open Federated Learning framework implemented in C++ and Python.

Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratch, and testing them on a variety of datasets (transfer learn…

A repository of links with advice related to grad school applications, research, phd etc

Examples of how to create colorful, annotated equations in Latex using Tikz.

A beautiful, simple, clean, and responsive Jekyll theme for academics

CHIL conference website

Highlights given keywords on any web page you visit —Mozilla Firefox Add-on—

Animation engine for explanatory math videos

Parsing HTML at the command line

JAX - A curated list of resources https://github.com/google/jax

Developing severity scores that are better calibrated in the most critically ill patients.

Course website

Experimentation for oracle based contextual bandit algorithms.

Principled learning method for Wasserstein distributionally robust optimization with local perturbations (ICML 2020)

Advantage Doubly Robust Estimator for Learning When-to-Treat Policies

A Mac tool that finds available delivery slots for Amazon's Whole Foods delivery and Amazon Fresh services

OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.

ANtibiotic treatment DuRation from ObservatIonal Data

Contextual bandit in python