snorkel

There are 3 repositories under snorkel topic.

snorkel-team / snorkel
A system for quickly generating training data with weak supervision
ai data-augmentation data-science data-slicing labeling machine-learning python snorkel training-data weak-supervision
Language:Python 5701
knodle / knodle
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.
ai classification denoising-methods knodle machine-learning natural-language-procressing python pytorch relation-extraction snorkel weak-supervision weakly-supervised-learning
Language:Python 103
greenelab / snorkeling
Extracting biomedical relationships from literature with Snorkel 🏊
snorkel hetnet nlp machine-learning text-mining tool workflow script analysis methodology dataset
Language:Jupyter Notebook 58
greenelab / pubtator
Retrieve and process PubTator annotations
pubtator snorkel nlp pubmed text-mining data tool
Language:Python 40
Living-with-machines / genre-classification
Jupyter book showing how to build an ML powered book genre classifier
tutorial transformers snorkel data-centric-ai fastai glam
Language:Jupyter Notebook 12
svjack / tableQA-Chinese
Unsupervised tableQA and databaseQA on chinese finance question and tabular data
jointbert finance snorkel tabular-data qa nlp database question-answering search bm25 chinese backtesting dictire tableqa-chinese pytorch
Language:Jupyter Notebook 11
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
giganticode / bohr
Big Old Heuristic Repository
mining-software-repositories weak-supervision dvc snorkel
Language:Python 6
ProjectDossier / intents_labelling
[SIGIR 2022] ORCAS-I: Queries Annotated with Intent using Weak Supervision
nlp machine-learning intents-labelling pytorch weak-supervision snorkel
Language:Jupyter Notebook 6
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
HSaurabh0919 / CTransformers
Implementing wide variety of transformers, fine tuning as well as trying architectural variants from various research papers and blogs.
bart bert bert-model chatgpt fine-tuning gpt-3 gpt-4 huggingface-transformers nlp pretraining pytorch roberta sentence-embeddings sentence-transformers sentiment-analysis snorkel transformer weak-supervision
Language:Jupyter Notebook 3
jtonglet / Demographics-PWS
Code accompanying the TOP paper "Predicting the Demographics of Twitter Users with Programmatic Weak Supervision".
demographic-inference programmatic-weak-supervision snorkel social-media twitter weak-supervision data-labeling
Language:Python 3
MariaZentsova / label-with-snorkel
Semi-supervised labelling of news snippets to extract cleantech news
gensim natural-language-processing nlp snorkel
Language:Jupyter Notebook 3
sampathkethineedi / snorkel-process
Process flow to generate labels on Text data using Snorkel and maintain DB to repurpose unlabelled data
data-programming database-management nlp snorkel
Language:Python 3
t1u4n / snorkel-with-turtle
"Snorkel with Turtle" is a realtime labeling system based on Snorkel
kafka labeling-tool river snorkel streaming-data unlabeled-data weakly-supervised-learning ai machine-learning
Language:Python 3
adaptador-snorkel-a-epi
Vidasoft-app / adaptador-snorkel-a-epi
Convertir máscara Snorkel a CPAP y a máscara de Equipo de Prevención Individual (EPIs)
3d-models 3d-printer 3d-printing coronavirus covid-19 covid19 cpap epis epis-sanitario ipe sanitarie snorkel
3
anjani-dhrangadhariya / distant-PICO
clinical-data clinicaltrials heor labelling mesh metamap method ncbo-bioportal nlp ontologies pico snorkel systematic-reviews terminology umls umls-metathesaurus weak-supervision weakly-supervised-learning
Language:Jupyter Notebook 2
dmitrykazhdan / Multi-Modal-Training-Data-Creation-with-Snorkel
snorkel image-clustering multimodal deep-learning data-generation data-generator unsupervised-learning unsupervised-clustering disaster disaster-response dataset
Language:Jupyter Notebook 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
tauseef1234 / Spam_Labeling_Snorkel
Data labeling using weak supervision
data-labeling discriminator-model generative-model snorkel weak-supervision
Language:Jupyter Notebook 2
fzehracetin / weak-supervision
In this project, we are using Snorkel Python to work with ML algorithms with an unlabeled text dataset.
logistic-regression machine-learning naive-bayes-classifier snorkel svm-classifier turkish-nlp weak-supervision
Language:Jupyter Notebook 1
ghoshmithun / metal
Snorkel MeTaL: A framework for training models with multi-task weak supervision
snorkel
Language:Python 1
JonathanElejalde / reggaeton_songs_nlp
Personal project that wants to predict the sexual content on reggaeton songs lyrics using natural language processing
keras-neural-networks embeddings-word2vec wordcloud sentiment-analysis snorkel weakly-supervised-learning spanish-language
Language:Jupyter Notebook 1
michaelchen-lab / SEAT
Sentiment analysis web app for non-technical users.
bootstrap css django html nltk python sentiment-analysis sklearn snorkel textblob twitter-api
Language:Python 1
nasa-petal / nasa_petal_snorkel
Utilizing the snorkel machine learning model to label biomimicry papers. Snorkel uses weak supervision to label large amounts of training data using programmatic labeling functions based on keyword rules.
snorkel machine-learning data-science weak-supervision labeling training-data biomimicry
Language:Python 1
shaunol / docker-snorkel
snorkel tutorial docker image
dawn futuredata snorkel stanford-futuredata
Language:Shell 1
t1u4n / snorkel-turtle-poc
This is a POC project of a system that aim to label unlabeled streaming data using Snorkel
ml snorkel streaming-data weakly-supervised-learning unlabeled-data
Language:Python 1
ThomasChatzopoulos / MeSH_retrospective_dataset
Fine-grained semantic indexing of biomedical literature (a Weakly-Supervised approach)
dataset mesh semantic-indexing snorkel weak-supervision
Language:Java 1
codecaviar / abusivelanguage2020
AbusiveLanguage2020 is an open source dataset with over 1.5M tweets labeled for abusive language.
bert hate-speech-detection open-source snorkel
Language:Jupyter Notebook 0
piiingz / fake-news-detection-weak-labeling
Weak Labeling of Fake News Articles with Snorkel and Snuba
weak-labels snorkel weak-supervision fake-news fakenewsdetection
Language:Python 0
windischbauer / label-maker-demo
Interactive Label Generation Tool for Time Series Data
labeling-tool machine-learning snorkel streamlit time-series-analysis
Language:Python 0
yasinda-s / Flask-SVM-Sentiment-Analysis
Labelling dataset with Snorkel and TextBlob, building model with Scikit-Learn (SVM), wiring up a web app using Flask.
flask scikit-learn snorkel textblob
Language:Jupyter Notebook

snorkel

snorkel-team / snorkel

knodle / knodle

greenelab / snorkeling

greenelab / pubtator

Living-with-machines / genre-classification

svjack / tableQA-Chinese

junchenzhi / Neural-Hidden-CRF

giganticode / bohr

ProjectDossier / intents_labelling

bayartsogt-ya / mnpolarity

HSaurabh0919 / CTransformers

jtonglet / Demographics-PWS

MariaZentsova / label-with-snorkel

sampathkethineedi / snorkel-process

t1u4n / snorkel-with-turtle

Vidasoft-app / adaptador-snorkel-a-epi

anjani-dhrangadhariya / distant-PICO

dmitrykazhdan / Multi-Modal-Training-Data-Creation-with-Snorkel

junchenzhi / Awesome-Weak-Supervision-Sequence-Labeling

tauseef1234 / Spam_Labeling_Snorkel

fzehracetin / weak-supervision

ghoshmithun / metal

JonathanElejalde / reggaeton_songs_nlp

michaelchen-lab / SEAT

nasa-petal / nasa_petal_snorkel

shaunol / docker-snorkel

t1u4n / snorkel-turtle-poc

ThomasChatzopoulos / MeSH_retrospective_dataset

codecaviar / abusivelanguage2020

piiingz / fake-news-detection-weak-labeling

windischbauer / label-maker-demo

yasinda-s / Flask-SVM-Sentiment-Analysis