DS3Lab/certified-generalization DS3Lab/certified-generalization

  • Stars
    star
    3
  • Rank 3,963,521 (Top 79 %)
  • Language
    Python
  • Created over 2 years ago
  • Updated about 2 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
DS3Lab/certified-generalization
github

DS3Lab

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Certifying Out-of-Domain Generalization for Blackbox Functions

More Repositories

1

DT-FM

Python
90
star
2

DocParser

Python
75
star
3

RosENet

Python
35
star
4

WordScape

The WordScape repository contains code for the WordScape pipeline to create datasets to train document understanding models.
Python
32
star
5

zuco-nlp

All NLP experiments described in ArXiv paper 1904.02682
Python
26
star
6

CocktailSGD

Python
24
star
7

AC-SGD

Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees**.
Python
24
star
8

forest-prediction

🛰 Deep learning for deforestation classification and forecasting in satellite imagery
Python
24
star
9

Decentralized_FM_alpha

Python
19
star
10

online-active-model-selection

Repository for "Online Active Model Selection for Pre-trained ML Classifiers"
Python
14
star
11

databright

DataBright: Towards a Global Exchange for Decentralized Data Ownership and Trusted Computation
JavaScript
12
star
12

cognival

CogniVal: cognitive word embedding evaluation
Python
12
star
13

control-generate-augment

Repository for Giuseppe Russo's master thesis code.
Python
12
star
14

TableParser

Repo for "TableParser: Automatic Table Parsing with Weak Supervision from Spreadsheets" at SDU@AAAI-22
Jupyter Notebook
12
star
15

multilingual-gaze

Code for "Multilingual language models predict human reading behavior"
Python
12
star
16

lda_study

C++
12
star
17

GraphFramEx

Python
11
star
18

dataperf-vision-debugging

Alpha version of our data-centric vision benchmark for training data correction
Python
11
star
19

MLog

Python
10
star
20

DyHGN

Code for the paper submission: "Modelling graph dynamics in fraud detection with ``Attention""
Python
10
star
21

ner-at-first-sight

This repository contains the data used for the paper "Entity Recognition at First Sight: Improving NER with Eye Movement Information" by Nora Hollenstein & Ce Zhang (accepted at NAACL 2019)
10
star
22

cognival-cli

Command line interface for CogniVal - a framework for cognitive word embedding evaluation
Python
9
star
23

LambdaML

Machine learning on serverless platform
Python
7
star
24

cytoai

Hacking the next gen cyto classifier
CSS
7
star
25

shift

Search Engine for Machine Learning Models
Python
7
star
26

DBCourseMaterial

Shell
6
star
27

feebee

Bayer Error Rate (BER) Estimator Evaluator
Python
4
star
28

arXivDocs

3
star
29

EaseMLTemplate

2
star
30

figurepimp

Pimp-up your figures.
Python
2
star
31

vfl-knn

vertical federated learning for knn
Python
2
star
32

decen_SGD

Python
2
star
33

robustness-intervals-quantum-measurements

Python
2
star
34

GP-UCB

GP-UCB
C++
2
star
35

eego

NLP experiments with ZuCo for COLING 2020
Python
2
star
36

Decentralized-NCCL

Python
2
star
37

certain-prediction-framework

Queries which determine if a KNN model can make certain predictions when training data is incomplete
Python
2
star
38

gp_ucb_new

Python
1
star
39

odlc

Tensorflow Implementation of "Observer Dependent Lossy Image Compression"
Python
1
star
40

easeml-schema

Schema which is used to define the type of a machine learning data set.
JavaScript
1
star
41

ImageClassification

Python
1
star
42

planetml

Vue
1
star
43

Decentralized-FM

Python
1
star
44

datascope-pipelines

Jupyter Notebook
1
star
45

dataval

Jupyter Notebook
1
star
46

dmdb-handson-madlib-django

Code used in the Data Modeling and Databases class Hands-on session about MADLib and Django
Jupyter Notebook
1
star
47

multitenant

HTML
1
star
48

tensorflow

C++
1
star
49

oig_assistant

Discord Bot named OIG Assistant
Python
1
star
50

MLBench

Jupyter Notebook
1
star
51

Absolute-Peptide-Quantification

Jupyter Notebook
1
star
52

snoopy-paper

Jupyter Notebook
1
star
53

SWATHER

SWATH Made SWATH-er
Jupyter Notebook
1
star
54

directed_triangle

a series of graph algorithm on GraphX
Scala
1
star