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Top 23 Jupyter Notebook NLP Projects
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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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DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
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FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
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machine_learning_complete
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
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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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pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
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Promptify
Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research
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eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
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ecco
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
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DeepLearningForNLPInPytorch
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
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ktrain
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
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transformers-interpret
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
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alpaca_eval
An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
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tutorials
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial (by towardsai)
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SaaSHub
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🔗 https://github.com/microsoft/AI-For-Beginners 🔗 https://microsoft.github.io/AI-For-Beginners/
Project mention: GPT-4, without specialized training, beat a GPT-3.5 class model that cost $10B | news.ycombinator.com | 2024-03-24There is also the open source FinGPT, that is claimed to beat GPT4 in some benchmarks at a fine tuning cost of $17.25.
https://github.com/AI4Finance-Foundation/FinGPT
Project mention: [D] Where can I find a list of the foundational academic papers in RL/ML/DL and what are your go-to places to find new academic papers in RL/ML/DL? | /r/MachineLearning | 2023-07-07Labml.ai stopped working in May. I like https://github.com/dair-ai/ML-Papers-of-the-Week
Project mention: Promptify 2.0: More Structured, More Powerful LLMs with Prompt-Optimization, Prompt-Engineering, and Structured Json Parsing with GPT-n Models! 🚀 | /r/ArtificialInteligence | 2023-07-31First up, a huge Thank You for making Promptify a hit with over 2.3k+ stars on Github ! 🌟
Project mention: Ask HN: What's the coolest non standard application of LLMs you've seen? | news.ycombinator.com | 2023-12-23(6 years ago)
Aligning the fastText vectors of 78 languages
https://github.com/babylonhealth/fastText_multilingual/blob/...
Alpaca Eval is open source and was developed by the same team who trained the alpaca model afaik. It is not like what you said in the other comment
I have seen models which do something similar but the questions they ask are not in a Yes/No style such as this T5 - based Question Generator. Essentially, I was wondering how I would go about developing such a model.
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 NLP related posts
- ReLoRA: High-Rank Training Through Low-Rank Updates
- finsight: NEW Textual - star count:104.0
- Smarter Summaries with Finetuning GPT-3.5 and Chain of Density
- Mastering ROUGE Matrix: Your Guide to Large Language Model Evaluation for Summarization with Examples
- GPT-based ontological extraction tools, including SPIRES
- [D] Where can I find a list of the foundational academic papers in RL/ML/DL and what are your go-to places to find new academic papers in RL/ML/DL?
- All Model Leaderboards (that I know)
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A note from our sponsor - SaaSHub
www.saashub.com | 26 Apr 2024
Index
What are some of the best open-source NLP projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | AI-For-Beginners | 31,046 |
| 2 | nlp-tutorial | 13,691 |
| 3 | DeepLearningExamples | 12,607 |
| 4 | FinGPT | 11,419 |
| 5 | ML-Papers-of-the-Week | 8,692 |
| 6 | machine_learning_complete | 4,501 |
| 7 | nlpaug | 4,252 |
| 8 | pytorch-sentiment-analysis | 4,218 |
| 9 | course-nlp | 3,390 |
| 10 | ML-Workspace | 3,324 |
| 11 | Promptify | 3,020 |
| 12 | eli5 | 2,708 |
| 13 | adapters | 2,390 |
| 14 | setfit | 1,977 |
| 15 | ecco | 1,903 |
| 16 | DeepLearningForNLPInPytorch | 1,901 |
| 17 | ktrain | 1,211 |
| 18 | transformers-interpret | 1,207 |
| 19 | fastText_multilingual | 1,186 |
| 20 | alpaca_eval | 1,103 |
| 21 | Deep-Learning-Experiments | 1,081 |
| 22 | question_generation | 1,070 |
| 23 | tutorials | 959 |
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