DS3 Lab

DS3 :- Data Sciences, Data Systems, Data Services.

Zurich

Pinned Repositories

AC-SGD
Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees**.
Language:Python26 4 11
CocktailSGD
Language:Python24 9 33
Decentralized_FM_alpha
Language:Python19 8 07
DocParser
Language:Python75 11 616
DT-FM
Language:Python91 1 413
forest-prediction
🛰 Deep learning for deforestation classification and forecasting in satellite imagery
Language:Python25 3 03
online-active-model-selection
Repository for "Online Active Model Selection for Pre-trained ML Classifiers"
Language:Python15 7 00
RosENet
Language:Python35 5 1611
WordScape
The WordScape repository contains code for the WordScape pipeline to create datasets to train document understanding models.
Language:Python32 6 14
zuco-nlp
All NLP experiments described in ArXiv paper 1904.02682
Language:Python28 7 310

DS3 Lab's Repositories

DS3Lab/DT-FM
Language:Python91 1 413
DS3Lab/DocParser
Language:Python75 11 616
DS3Lab/WordScape
The WordScape repository contains code for the WordScape pipeline to create datasets to train document understanding models.
Language:Python32 6 14
DS3Lab/AC-SGD
Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees**.
Language:Python26 4 11
DS3Lab/forest-prediction
🛰 Deep learning for deforestation classification and forecasting in satellite imagery
Language:Python25 3 03
DS3Lab/CocktailSGD
Language:Python24 9 33
DS3Lab/Decentralized_FM_alpha
Language:Python19 8 07
DS3Lab/online-active-model-selection
Repository for "Online Active Model Selection for Pre-trained ML Classifiers"
Language:Python15 7 00
DS3Lab/cognival
CogniVal: cognitive word embedding evaluation
Language:Python14 5 63
DS3Lab/TableParser
Repo for "TableParser: Automatic Table Parsing with Weak Supervision from Spreadsheets" at SDU@AAAI-22
Language:Jupyter Notebook12 5 04
DS3Lab/dataperf-vision-debugging
Alpha version of our data-centric vision benchmark for training data correction
Language:Python11 6 24
DS3Lab/GraphFramEx
Language:Python11 5 13
DS3Lab/multilingual-gaze
Code for "Multilingual language models predict human reading behavior"
Language:Python11 6 16
DS3Lab/cognival-cli
Command line interface for CogniVal - a framework for cognitive word embedding evaluation
Language:Python9 3 43
DS3Lab/LambdaML
Machine learning on serverless platform
Language:Python8 5 20
DS3Lab/shift
Search Engine for Machine Learning Models
Language:Python7 7 02
DS3Lab/DBCourseMaterial
Language:Shell6 6 04
DS3Lab/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
Language:C4 0 02
DS3Lab/certified-generalization
Certifying Out-of-Domain Generalization for Blackbox Functions
Language:Python3 5 0
DS3Lab/Decentralized-NCCL
Language:Python2 7 0
DS3Lab/vfl-knn
vertical federated learning for knn
Language:Python2 7 01
DS3Lab/CorgiPile-PyTorch
The implementation of CorgiPile in PyTorch
Language:Python1 0 01
DS3Lab/Decentralized-FM
Language:Python1 7 01
DS3Lab/directed_triangle
a series of graph algorithm on GraphX
Language:Scala1 7 0
DS3Lab/easeml-schema
Schema which is used to define the type of a machine learning data set.
Language:JavaScript1 4 0
DS3Lab/MLBench
Language:Jupyter Notebook1 6 0
DS3Lab/oig_assistant
Discord Bot named OIG Assistant
Language:Python1 0 0
DS3Lab/planetml
Language:Vue1 7 0
DS3Lab/snoopy-paper
Language:Jupyter Notebook1 6 0
DS3Lab/tensorflow
Language:C++1 4 02