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Top 23 Python nlp-library Projects
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Thanks! :) I'm pushing them into transformers, pytorch-gemma and collabing with the Gemma team to resolve all the issues :)
The RoPE fix should already be in transformers 4.38.2: https://github.com/huggingface/transformers/pull/29285
My main PR for transformers which fixes most of the issues (some still left): https://github.com/huggingface/transformers/pull/29402
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Project mention: Step by step guide to create customized chatbot by using spaCy (Python NLP library) | dev.to | 2024-03-23
Hi Community, In this article, I will demonstrate below steps to create your own chatbot by using spaCy (spaCy is an open-source software library for advanced natural language processing, written in the programming languages Python and Cython):
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
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tika-python
Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.
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contextualized-topic-models
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
Project mention: [Project]Topic modelling of tweets from the same user | /r/MachineLearning | 2023-04-14In our experiments, CTM works well with tweets: https://github.com/MilaNLProc/contextualized-topic-models (I'm one of the authors)
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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OCTIS
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
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camel_tools
A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.
Otherwise it depends on your use case. There are NLP libraries like this one that can do the job.
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Project mention: A transformer-based method for zero and few-shot biomedical NER | news.ycombinator.com | 2023-05-12
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NLP-Guide
Natural Language Processing (NLP). Covering topics such as Tokenization, Part Of Speech tagging (POS), Machine translation, Named Entity Recognition (NER), Classification, and Sentiment analysis.
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taxonomy4good
Taxonomy4Good: a sustainability lexicon that provides the freedom to create custom taxonomies in addition to listed ESG and Sustainability Standards taxonomies.
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Semi-Automated-Youtube-Channel
Semi automated youtube channel that has a lot of cool features for someone to use in their content generating project
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breame
Lightweight utility tools for the detection of multiple spellings, meanings, and language-specific terminology in British and American English
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Project mention: [P] MultiEL: Multilingual Entity Linking model by BELA model | /r/MachineLearning | 2023-06-29
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Project mention: Seeking your insights on "Loquax": A tool for phonological analysis | /r/latin | 2023-05-30
Lovely - thanks so much for the feedback u/christmas_fan1 - it means a lot. I've created an issue with it linking back to your original comment: https://github.com/mattlianje/loquax/issues/11
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Python nlp-library related posts
- DataDreamer
- [P] MultiEL: Multilingual Entity Linking model by BELA model
- YouTube content creation assistant
- Seeking your insights on "Loquax": A tool for phonological analysis
- I used GPT-4 to create code that automates absolutely everything in creating YouTube Shorts, from voiceover to editing, even down to choosing the illustration images.
- [Arabic>latin transliteration] any apps for this?
- [P] Programmatic: Powerful Weak Labeling
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A note from our sponsor - WorkOS
workos.com | 28 Mar 2024
Index
What are some of the best open-source nlp-library projects in Python? This list will help you:
Project | Stars | |
---|---|---|
1 | transformers | 122,577 |
2 | spaCy | 28,506 |
3 | OpenPrompt | 4,116 |
4 | FARM | 1,718 |
5 | tika-python | 1,395 |
6 | contextualized-topic-models | 1,151 |
7 | pythainlp | 926 |
8 | skweak | 907 |
9 | janome | 825 |
10 | OCTIS | 678 |
11 | DataDreamer | 598 |
12 | camel_tools | 374 |
13 | zshot | 309 |
14 | mutate | 148 |
15 | turkish-deasciifier | 140 |
16 | toiro | 111 |
17 | NLP-Guide | 62 |
18 | rakun2 | 60 |
19 | taxonomy4good | 25 |
20 | Semi-Automated-Youtube-Channel | 15 |
21 | breame | 11 |
22 | MultiEL | 7 |
23 | loquax | 2 |