Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/autonise/CRAFT-Remade
Implementation of CRAFT Text Detection
craft detection ocr pytorch pytorch-implementation text-detection weak-supervision
Last synced: 30 Jun 2024
https://github.com/decile-team/spear
SPEAR: Programmatically label and build training data quickly.
data-efficient-learning data-programming deep-learning labeling-functions machine-learning semi-supervised-learning unsupervised-learning weak-supervision
Last synced: 14 May 2024
https://github.com/cleanlab/cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
active-learning annotation data-analysis data-centric-ai data-cleaning data-curation data-labeling data-profiling data-quality data-science data-validation dataops dataquality datasets labeling llms noisy-labels out-of-distribution-detection outlier-detection weak-supervision
Last synced: 28 Apr 2024
https://github.com/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
Last synced: 28 Apr 2024
https://github.com/dataqa/nlp-labelling
Labelling platform for text using weak supervision.
annotation-tool data-labeling data-science learning-with-limited-labeled-data learning-with-noisy-labels natural-language-processing ner nlp nlp-machine-learning pseudo-labeling search-engine text-annotation-tool text-classification text-mining weak-supervision
Last synced: 27 Mar 2024
https://github.com/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
Last synced: 26 Mar 2024
https://github.com/argilla-io/argilla
✨Argilla: the open-source feedback platform for LLMs
active-learning ai annotation-tool developer-tools gpt-4 human-in-the-loop langchain llm machine-learning mlops natural-language-processing nlp rlhf text-annotation text-labeling weak-supervision weakly-supervised-learning
Last synced: 23 Mar 2024
https://hazyresearch.github.io/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
Last synced: 22 Mar 2024
https://github.com/NorskRegnesentral/skweak
skweak: A software toolkit for weak supervision applied to NLP tasks
data-science distant-supervision natural-language-processing nlp-library nlp-machine-learning python spacy training-data weak-supervision
Last synced: 21 Mar 2024
https://github.com/microsoft/ASTRA
Self-training with Weak Supervision (NAACL 2021)
machine-learning nlp weak-supervision weakly-supervised-learning
Last synced: 17 Mar 2024
