data-programming

There are 1 repository under data-programming topic.

JieyuZ2 / wrench
[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark
benchmark-framework data-centric-ai data-programming dataset deep-learning machine-learning nlp robust-learning sequence-labeling weak-supervision weakly-supervised-learning
Language:Python 211
JieyuZ2 / Awesome-Weak-Supervision
A curated list of programmatic weak supervision papers and resources
machine-learning weak-supervision data-programming
Language:TeX 171
spear
decile-team / spear
SPEAR: Programmatically label and build training data quickly.
data-programming data-efficient-learning labeling-functions weak-supervision machine-learning unsupervised-learning semi-supervised-learning deep-learning
Language:Jupyter Notebook 103
megagonlabs / ruler
Data Programming by Demonstration (DPBD) for Document Classification
data-programming data-science training-data weak-supervision machine-learning data-labeling
Language:Jupyter Notebook 36
megagonlabs / tagruler
Data programming by demonstration for information extraction and span annotation
weak-supervision data-programming data-programming-by-demonstration data-labeling machine-learning
Language:JavaScript 35
benbo / interactive-weak-supervision
Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling
weak-supervision data-programming data-labeling active-weak-supervision interactive-weak-supervision machine-learning training-data
Language:Python 30
cse163 / book
Source code for the CSE 163: Intermediate Data Programming book (with code for practice problems)
education data-science data-programming introduction-to-python
Language:Jupyter Notebook 9
junchenzhi / Neural-Hidden-CRF
Code for the KDD-2023 paper: Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler
data-programming learning-from-crowds learning-from-human-feedback named-entity-recognition noisy-label-learning noisy-labels sequence-labeling snorkel weak-labels weak-supervision weakly-supervised-learning crowdsourcing truth-inference
Language:Python 7
bayartsogt-ya / mnpolarity
Mongolian Polarity Detection in Weakly Supervised manner
nolabel tweet classification snorkel weaklysupervised data-programming software2 unlabeled-data mongolian polarity-detection polarity-classification polarity-score
Language:Python 4
ayushbits / Semi-Supervised-LFs-Subset-Selection
This repository contains source code of our ACL 2021 paper **Data Programming using Semi-Supervision and Subset Selection**
data-programming semi-supervision
Language:Python 3
sampathkethineedi / snorkel-process
Process flow to generate labels on Text data using Snorkel and maintain DB to repurpose unlabelled data
snorkel data-programming database-management nlp
Language:Python 3
semantic-health / deep-patient-cohorts
A tool for automatically labelling discharge summaries into disease categories.
noisy-labels data-programming flying-squid clinical-notes
Language:Python 3
ayushbits / robust-aggregate-lfs
Source code of our ACL 2022 paper 'Learning to robustly aggregate labeling functions for semi-supervised data programming'
data-programming machine-learning semi-supervision
Language:Python 2
junchenzhi / Awesome-Weak-Supervision-Sequence-Labeling
A curated list of awesome Weak-Supervision-Sequence-Labeling (WSSL) papers, methods & resources.
crowd-intelligence crowdsourcing data-programming information-extraction learning-from-crowds learning-from-human-feedback named-entity-recognition noisy-label-learning noisy-labels sequence-labeling snorkel weak-label weak-labels weak-supervision weakly-supervised-learning truth-inferec
2
sfpugh / Naturally-Adversarial-Datasets
An approach to curating naturally adversarial datasets.
adversarial-examples cyber-physical-systems data-programming robustness weak-supervision medical-cyber-physical-systems natural-adversarial-examples medical-data
Language:Python 2
data-programming / model-to-data
Prepare a data set based on the model that you already have, then experiment with 'training' your 'Machine Learning' tool on this data. Did it recognize the model? Sorry, that was a stupid question. Why didn't it? You can find out with the help of these tools here.
data-programming synthesized-data artificial-data
1
MrPatrek / r-projects
One common repo for all of my R projects
r data-programming statistics tidyverse
Language:HTML 0
erossini / FSharpTutorial
F# tutorial: building applications, data programming and tests
application tutorial data-programming test
Language:HTML