dataqa
DISCONTINUED
argilla
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dataqa | argilla | |
---|---|---|
7 | 15 | |
245 | 3,033 | |
- | 5.6% | |
6.2 | 9.8 | |
almost 2 years ago | 7 days ago | |
JavaScript | Python | |
GNU General Public License v3.0 only | Apache License 2.0 |
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dataqa
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[D] Looking for open source projects to contribute
Hey, I am the creator and (only contributor today) of open-source https://github.com/dataqa/dataqa, a Python library to explore and annotate documents. It uses weak supervision, is based on spacy, and has a lot of opportunities to add more deep learning and ML functionality. I can guide you through it :-). This would be a great opportunity to be first and lead contributor of an open-source library (outside the creator).
argilla
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Open-Source Data Collection Platform for LLM Fine-Tuning and RLHF
I'm Dani, CEO and co-founder of Argilla.
Happy to answer any questions you might have and excited to hear your thoughts!
More about Argilla
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No training data, no problem! Few-shot NER with a practical example
Rubrix, the open-source tool for data-centric NLP: https://github.com/recognai/rubrix
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[P] Small-Text: Active Learning for Text Classification in Python
I have already thought about providing an example of how to integrate small-text with one of the existing labeling tools, such as rubrix rubrix, but that hasn't been started yet.
- [P] Open-source tool for building NLP training sets with weak supervision and search queries
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[P] Rubrix: Open-source Python framework for NLP data annotation, exploration, and monitoring
You can check the project and tutorials here: https://github.com/recognai/rubrix
What are some alternatives?
snorkel - A system for quickly generating training data with weak supervision
doccano - Open source annotation tool for machine learning practitioners.
label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format
cleanlab - The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
trankit - Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing
data-centric-ai - Resources for Data Centric AI
diffgram - The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.
dalle-flow - 🌊 A Human-in-the-Loop workflow for creating HD images from text
weasel - Weakly Supervised End-to-End Learning (NeurIPS 2021)
skweak - skweak: A software toolkit for weak supervision applied to NLP tasks
obsei - Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .
concise-concepts - This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.