Jupyter Notebook Natural Language Processing

Open-source Jupyter Notebook projects categorized as Natural Language Processing
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Machine Learning NLP Deep Learning Python Pytorch
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Top 23 Jupyter Notebook Natural Language Processing Projects

Natural Language Processing

  1. Made-With-ML

    Learn how to design, develop, deploy and iterate on production-grade ML applications.

  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. nlp-tutorial

    Natural Language Processing Tutorial for Deep Learning Researchers

  4. nlpaug

    Data augmentation for NLP

  5. pytorch-sentiment-analysis

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

  6. FLAML

    A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

  7. Data-science

    Collection of useful data science topics along with articles, videos, and code (by khuyentran1401)

  8. ml-course

    Open Machine Learning course

  9. SaaSHub

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

    SaaSHub logo

  10. mlops-course

    Learn how to design, develop, deploy and iterate on production-grade ML applications.

  11. pythoncode-tutorials

    The Python Code Tutorials

  12. adapters

    A Unified Library for Parameter-Efficient and Modular Transfer Learning

  13. EasyEdit

    [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

  14. 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).

  15. bert_score

    BERT score for text generation

  16. 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"

  17. transformers-interpret

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

  18. fastText_multilingual

    Multilingual word vectors in 78 languages

  19. question_generation

    Neural question generation using transformers

  20. superlinked

    Superlinked is a Python framework for AI Engineers building high-performance search & recommendation applications that combine structured and unstructured data.

    Project mention: Show HN: Superlinked – Vector Embeddings for Structured and Unstructured Data | news.ycombinator.com | 2024-12-02

  21. ThoughtSource

    A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/

  22. conformal-prediction

    Lightweight, useful implementation of conformal prediction on real data.

  23. hate-speech-and-offensive-language

    Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

  24. PIXIU

    This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

  25. malaya

    Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/

  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 Natural Language Processing projects in Jupyter Notebook? This list will help you:

# Project Stars
1 Made-With-ML 38,526
2 nlp-tutorial 14,437
3 nlpaug 4,562
4 pytorch-sentiment-analysis 4,467
5 FLAML 4,122
6 Data-science 4,095
7 ml-course 3,102
8 mlops-course 3,093
9 pythoncode-tutorials 2,809
10 adapters 2,701
11 EasyEdit 2,286
12 ecco 2,031
13 bert_score 1,738
14 awesome-ai-ml-dl 1,535
15 transformers-interpret 1,325
16 fastText_multilingual 1,196
17 question_generation 1,123
18 superlinked 1,082
19 ThoughtSource 967
20 conformal-prediction 862
21 hate-speech-and-offensive-language 805
22 PIXIU 693
23 malaya 489

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