DS3 Lab

DT-FM

DocParser

WordScape

The WordScape repository contains code for the WordScape pipeline to create datasets to train document understanding models.

forest-prediction

🛰 Deep learning for deforestation classification and forecasting in satellite imagery

CocktailSGD

AC-SGD

Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees**.

Decentralized_FM_alpha

online-active-model-selection

Repository for "Online Active Model Selection for Pre-trained ML Classifiers"

cognival

CogniVal: cognitive word embedding evaluation

TableParser

Repo for "TableParser: Automatic Table Parsing with Weak Supervision from Spreadsheets" at SDU@AAAI-22

dataperf-vision-debugging

Alpha version of our data-centric vision benchmark for training data correction

GraphFramEx

multilingual-gaze

Code for "Multilingual language models predict human reading behavior"

cognival-cli

Command line interface for CogniVal - a framework for cognitive word embedding evaluation

LambdaML

Machine learning on serverless platform

shift

Search Engine for Machine Learning Models

DBCourseMaterial

CorgiPile-PostgreSQL

Mirror of the official PostgreSQL GIT repository. Note that this is just a *mirror* - we don't work with pull requests on github. To contribute, please see https://wiki.postgresql.org/wiki/Submitting_a_Patch

certified-generalization

Certifying Out-of-Domain Generalization for Blackbox Functions

Decentralized-NCCL

vfl-knn

vertical federated learning for knn

CorgiPile-PyTorch

The implementation of CorgiPile in PyTorch

Decentralized-FM

directed_triangle

a series of graph algorithm on GraphX

easeml-schema

Schema which is used to define the type of a machine learning data set.

MLBench

oig_assistant

Discord Bot named OIG Assistant

planetml

snoopy-paper

tensorflow