healthsea
argilla
| healthsea | argilla | |
|---|---|---|
| 1 | 15 | |
| 84 | 3,108 | |
| - | 1.9% | |
| 3.2 | 9.8 | |
| over 2 years ago | 6 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
healthsea
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I built an NLP pipeline for analyzing supplement reviews called Healthsea 🐳
Github: https://github.com/explosion/healthsea
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
GitHub: https://github.com/argilla-io/argilla
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Meet Argilla: An Open-Source Data Curation Platform for Large Language Models (LLMs) and MLOps for Natural Language Processing
Github link: https://github.com/argilla-io/argilla
- Show HN: Argilla and AutoTrain – Train custom NLP models without code
- Rubrix release 0.17.0 with support for the spaCy training format
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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
- [D] Expert Advice is needed on designing a feedback Loop for a (Textual Classification + NER) task in Production.
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[D] How should a former Web Developer, pursue career in Machine Learning?
E.g. 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.
- Finding and correcting text classification label errors with cleanlab and Rubrix | https://rubrix.readthedocs.io/en/master/tutorials/find_label_errors.html
- Rubrix: Open-source tool for building NLP training sets (now with weak supervision)
What are some alternatives?
HanLP - 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
snorkel - A system for quickly generating training data with weak supervision
spacy-llm - 🦙 Integrating LLMs into structured NLP pipelines
label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format
imbalanced-regression - [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
doccano - Open source annotation tool for machine learning practitioners.
spacy-models - 💫 Models for the spaCy Natural Language Processing (NLP) library
cleanlab - The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
zshot - Zero and Few shot named entity & relationships recognition
data-centric-ai - Resources for Data Centric AI
thinc - 🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
trankit - Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing