snorkel

A system for quickly generating training data with weak supervision

A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.

Extracting biomedical relationships from literature with Snorkel 🏊

Retrieve and process PubTator annotations

Jupyter book showing how to build an ML powered book genre classifier

Unsupervised tableQA and databaseQA on chinese finance question and tabular data

Code for the KDD-2023 paper: Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler

[SIGIR 2022] ORCAS-I: Queries Annotated with Intent using Weak Supervision

Big Old Heuristic Repository

Mongolian Polarity Detection in Weakly Supervised manner

Code accompanying the TOP paper "Predicting the Demographics of Twitter Users with Programmatic Weak Supervision".

Implementing wide variety of transformers, fine tuning as well as trying architectural variants from various research papers and blogs.

Convertir máscara Snorkel a CPAP y a máscara de Equipo de Prevención Individual (EPIs)

"Snorkel with Turtle" is a realtime labeling system based on Snorkel

Process flow to generate labels on Text data using Snorkel and maintain DB to repurpose unlabelled data

Semi-supervised labelling of news snippets to extract cleantech news

OpenEnv Hackathon SF

This Python program runs locally on my Mac and connects to an ocean conditions API to retrieve data for the next 10 days. Surfers, swimmers, and snorkelers can easily learn when are the best conditions for their activities. 🏄🏾‍♀️ 🤿 🏊🏽‍♀️