taxonomy4good
osdg-tool
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| taxonomy4good | osdg-tool | |
|---|---|---|
| 3 | 3 | |
| 25 | 31 | |
| - | - | |
| 8.3 | 0.0 | |
| 6 months ago | about 1 year ago | |
| Python | Python | |
| MIT License | GNU Lesser General Public License v3.0 only |
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taxonomy4good
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Sustainable Data
Check out Good Data Hub's taxonomy4good for free access to a open-source sustainability lexicon https://github.com/GoodDataHub/taxonomy4good/tree/master/taxonomy4good/taxonomies
- open-source sustainability lexicon powered by machine learning and NLP
- Try out our open-source sustainability lexicon powered by machine learning and NLP
osdg-tool
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[D] Any ideas for an NLP classifier for which I don't have any ground truth?
I've worked with Sustainable Development Goals classifier but I already had some tags(https://github.com/osdg-ai/osdg-tool/blob/pre-release/osdg/core/sdg/data_files/OSDG-kw-mapping.json) so I was able to perform word matching. But in this case, I don't have any kind of data. Is anyone aware of any pre-trained model, dataset, or any of that sort that could help me build a model?
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OSDG Community Dataset | First results of a citizen science initiative on UN SDGs
This datasets is made possible because of a large community effort. We would be glad to see your contribution to the project too. You can join our Community Platform to help us collect more labelled data. If you have a more technical background, you can also contribute to the OSDG Labelling Tool here. If you want to contribute to the project in some other way, do let us know via this contact form.
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First results of a fully-online citizen science initiative on UN SDGs
Today we are sharing the OSDG Community Dataset (OSDG-CD), a direct result of the work of hundreds of volunteers who have contributed to our understanding of the SDGs. It contains thousands of text excerpts which were labelled by the community volunteers with respect to SDGs. For each piece of text, the suggested label was also validated by the OSDG Labelling Tool (OSDG-LT).
What are some alternatives?
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sdg-004 - This project is inspired to provide a swift response to tackle this under reported cases. It is a reporting platform aimed to help provide help and solutions to this ravaging under reported issues baffling our society. SpeakUp work by following up reported cases, giving guides and tips on possible way out based on the report and help asked for.
rakun2 - RaKUn 2.0 - A fast keyword detection algorithm
pymilo - PyMilo: Python for ML I/O
turkish-deasciifier - Turkish deasciifier in Python based on Deniz Yüret's turkish-mode for Emacs
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
wordhoard - This Python module can be used to obtain antonyms, synonyms, hypernyms, hyponyms, homophones and definitions.