HazyResearch

📰 a knowledge base construction engine for richly formatted data

A system for quickly generating training data with weak supervision

Snorkel MeTaL: A framework for training models with multi-task weak supervision

📓 a collection of simple tutorials for using Fonduer

🌲 A tool for parsing PDF documents into a heirarchical, HTML-like tree.

A system for generating training labels via natural language explanations

Hyperbolic Embeddings

Low precision random Fourier features for kernel approximation

Weakly Supervised MRI Series Classification for the UK Biobank

Numba-based version of DimmWitted Gibbs sampler

Learning to Compose Domain-Specific Transformations for Data Augmentation

Reproducible code for Augmentation paper

Automatically labeling training data

Table Extraction Tool

DeepDive

Public materials for the Fall 2016 offering of CS145

Accelerated Stochastic Power Iteration with Momentum

Tools for iterative knowledge base development with DeepDive

DeepDive Biomedical Tools

Make databases great again!

Compiler for writing DeepDive applications in a Datalog-like language — ⚠️🚧🛑 REPO MOVED TO DEEPDIVE 👇🏿

DimmWitted Gibbs Sampler in C++ — ⚠️🚧🛑 REPO MOVED TO DEEPDIVE 👉🏿