Jupyter Notebook NLP

Open-source Jupyter Notebook projects categorized as NLP
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Top 23 Jupyter Notebook NLP Projects

NLP

  1. AI-For-Beginners

    12 Weeks, 24 Lessons, AI for All!

    Project mention: The Top 9️⃣ Repositories to learn Python programming + Resources (Extra) 🤯 | dev.to | 2024-11-06

    ⭐️ AI For Beginners on GitHub.

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo

  3. FinGPT

    FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

    Project mention: About FinGPT: Open-Source Financial Large Language Models | news.ycombinator.com | 2024-08-28

  4. nlp-tutorial

    Natural Language Processing Tutorial for Deep Learning Researchers

  5. 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.

  6. ML-Papers-of-the-Week

    🔥Highlighting the top ML papers every week.

    Project mention: ML Papers of the Week | news.ycombinator.com | 2025-02-11

  7. machine_learning_complete

    A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

  8. nlpaug

    Data augmentation for NLP

  9. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo

  10. pytorch-sentiment-analysis

    Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

  11. 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

  12. ML-Workspace

    🛠 All-in-one web-based IDE specialized for machine learning and data science.

  13. course-nlp

    A Code-First Introduction to NLP course

  14. eli5

    A library for debugging/inspecting machine learning classifiers and explaining their predictions

  15. adapters

    A Unified Library for Parameter-Efficient and Modular Transfer Learning

  16. setfit

    Efficient few-shot learning with Sentence Transformers

    Project mention: 🏎️ Faster, Cheaper, Better: The Power of Model Routing | dev.to | 2025-03-20

    Model routing offers tangible benefits—cost savings, faster responses, and efficient resource use—making it a valuable tool for businesses and developers. With the resources provided (dataset, code, and model), you can adapt this approach to your own use case. For further exploration, check out the SetFit documentation or experiment with different embedding models to suit your language needs.

  17. Getting-Things-Done-with-Pytorch

    Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

  18. bootcamp

    Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc. (by milvus-io)

    Project mention: Multimodal Madness! Create a Product Recommender for Smart Shopping | dev.to | 2024-08-07

    Multimodal RAG Demo - Code

  19. 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).

  20. DeepLearningForNLPInPytorch

    An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

  21. alpaca_eval

    An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

    Project mention: MT-Bench: Comparing different LLM Judges | dev.to | 2024-06-08

    Another popular option for LLM evaluation is AlpacaEval. This one uses a newer and cheaper GPT-4 Turbo model as a baseline. The authors of AlpacaEval provided correlation coefficients of different evals with LMSYS Arena showing a strong association between LLM judges' scores and human preferences at the Arena:

  22. awesome-ai-ml-dl

    Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

    Project mention: Show HN: Llama 3.2 Interpretability with Sparse Autoencoders | news.ycombinator.com | 2024-11-21

    From https://news.ycombinator.com/item?id=34619013 :

    > /? awesome "explainable ai" https://www.google.com/search?q=awesome+%22explainable+ai%22

    - (Many other great resources)

    - https://github.com/neomatrix369/awesome-ai-ml-dl/blob/master... :

    > Post model-creation analysis, ML interpretation/explainability

    > /? awesome "explainable ai" "XAI"

  23. transformers-interpret

    Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

  24. ktrain

    ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

  25. fastText_multilingual

    Multilingual word vectors in 78 languages

  26. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
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).

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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 37,519
2 FinGPT 16,110
3 nlp-tutorial 14,437
4 DeepLearningExamples 14,253
5 ML-Papers-of-the-Week 11,214
6 machine_learning_complete 4,789
7 nlpaug 4,563
8 pytorch-sentiment-analysis 4,467
9 Promptify 3,696
10 ML-Workspace 3,490
11 course-nlp 3,441
12 eli5 2,770
13 adapters 2,702
14 setfit 2,478
15 Getting-Things-Done-with-Pytorch 2,421
16 bootcamp 2,105
17 ecco 2,031
18 DeepLearningForNLPInPytorch 1,941
19 alpaca_eval 1,743
20 awesome-ai-ml-dl 1,535
21 transformers-interpret 1,325
22 ktrain 1,258
23 fastText_multilingual 1,196

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