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Top 17 Jupyter Notebook text-classification Projects
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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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MachineLearningWithPython
Get started with Machine Learning with Python - An introduction with Python programming examples
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ganbert-pytorch
Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
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tf-transformers
State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).
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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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konfuzio-sdk
OCR, extract and classify documents. In addition, annotate documents and build your own NLP and Computer Vision models using Python by downloading the data. Find examples in our Colab Notebooks, e. g. how to fine-tune Flair.
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Advertisement-Recommendation
Video Content-Based Advertisement Recommendation Using Text Classification
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discourse-aware-classification
The RST-LSTM module refines predictions of the sequential text classifier (BERT) on documents with complex discourse
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sms_spam_detection
Build a deep learning spam detection system for sms using ktrain. (by KelvinLam05)
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Fake-News-Classification
Exploration of Natural Language Processing techniques to create a prediction model using the LIAR dataset.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: New AI Spam Detection Deployed to Gmail and Open Sourced by Google | news.ycombinator.com | 2023-12-13
Project mention: Rhetorical Structure Parsers that run on Python? | /r/LanguageTechnology | 2023-05-14I'm glad to help! We also did a study on sentiment analysis and RST (stance detection part there is actually a sentiment analysis task)... the corpus, however, lacked much rhetorical complexity.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Jupyter Notebook text-classification related posts
- New AI Spam Detection Deployed to Gmail and Open Sourced by Google
- Tensorflow-Transformers 2.0 ( for NLP, CV, Audio )
- Looking for marketing / ads text dataset
- [P] Production Ready NLP Deep learning tutorials on tensorflow 2.0. tf-transformers
- Do we really need to Dstill Language Models? Joint loss is all we need - Albert-Joint .
- tf-transformers : State of the art faster NLP in Tensorflow 2.0 . 80 % faster to existing TF based libraries.
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A note from our sponsor - InfluxDB
www.influxdata.com | 24 Apr 2024
Index
What are some of the best open-source text-classification projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | pythoncode-tutorials | 1,996 |
| 2 | retvec | 268 |
| 3 | Astock | 186 |
| 4 | MachineLearningWithPython | 144 |
| 5 | ganbert-pytorch | 88 |
| 6 | tf-transformers | 84 |
| 7 | glami-1m | 62 |
| 8 | Transformer-Models-from-Scratch | 58 |
| 9 | konfuzio-sdk | 53 |
| 10 | predict-subreddit | 31 |
| 11 | anime-or-not | 14 |
| 12 | Advertisement-Recommendation | 8 |
| 13 | emotion-classifier | 6 |
| 14 | netbert | 3 |
| 15 | discourse-aware-classification | 1 |
| 16 | sms_spam_detection | 0 |
| 17 | Fake-News-Classification | 0 |
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