Jupyter Notebook NLP

Open-source Jupyter Notebook projects categorized as NLP

Top 23 Jupyter Notebook NLP Projects

  • AI-For-Beginners

    12 Weeks, 24 Lessons, AI for All!

  • Project mention: FREE AI Course By Microsoft: ZERO to HERO! 🔥 | dev.to | 2024-03-18

    🔗 https://github.com/microsoft/AI-For-Beginners 🔗 https://microsoft.github.io/AI-For-Beginners/

  • 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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  • nlp-tutorial

    Natural Language Processing Tutorial for Deep Learning Researchers

  • 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.

  • FinGPT

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

  • Project mention: GPT-4, without specialized training, beat a GPT-3.5 class model that cost $10B | news.ycombinator.com | 2024-03-24

    There 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

  • ML-Papers-of-the-Week

    🔥Highlighting the top ML papers every week.

  • 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 | 2023-07-07

    Labml.ai stopped working in May. I like https://github.com/dair-ai/ML-Papers-of-the-Week

  • machine_learning_complete

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

  • nlpaug

    Data augmentation for NLP

  • SaaSHub

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

    SaaSHub logo
  • pytorch-sentiment-analysis

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

  • course-nlp

    A Code-First Introduction to NLP course

  • ML-Workspace

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

  • 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

  • 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 | 2023-07-31

    First up, a huge Thank You for making Promptify a hit with over 2.3k+ stars on Github ! 🌟

  • eli5

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

  • adapters

    A Unified Library for Parameter-Efficient and Modular Transfer Learning

  • setfit

    Efficient few-shot learning with Sentence Transformers

  • Project mention: FLaNK Stack 05 Feb 2024 | dev.to | 2024-02-05
  • 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).

  • DeepLearningForNLPInPytorch

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

  • 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:

  • transformers-interpret

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

  • ktrain

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

  • fastText_multilingual

    Multilingual word vectors in 78 languages

  • 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/...

  • Deep-Learning-Experiments

    Videos, notes and experiments to understand deep learning (by roatienza)

  • question_generation

    Neural question generation using transformers

  • tutorials

    AI-related tutorials. Access any of them for free → https://towardsai.net/editorial (by towardsai)

  • 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).

Jupyter Notebook NLP discussion

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Jupyter Notebook NLP related posts

  • Self-Training LLMs for Text Classification using DQC Toolkit

    1 project | dev.to | 5 Jun 2024
  • LoRA Learns Less and Forgets Less

    1 project | news.ycombinator.com | 17 May 2024
  • ReLoRA: High-Rank Training Through Low-Rank Updates

    1 project | news.ycombinator.com | 21 Dec 2023
  • finsight: NEW Textual - star count:104.0

    1 project | /r/algoprojects | 21 Nov 2023
  • Smarter Summaries with Finetuning GPT-3.5 and Chain of Density

    1 project | news.ycombinator.com | 14 Nov 2023
  • Mastering ROUGE Matrix: Your Guide to Large Language Model Evaluation for Summarization with Examples

    2 projects | dev.to | 8 Oct 2023
  • GPT-based ontological extraction tools, including SPIRES

    1 project | news.ycombinator.com | 24 Jul 2023
  • A note from our sponsor - SaaSHub
    www.saashub.com | 18 Jun 2024
    SaaSHub helps you find the best software and product alternatives Learn more →

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 32,359
2 nlp-tutorial 13,827
3 DeepLearningExamples 12,821
4 FinGPT 12,396
5 ML-Papers-of-the-Week 9,196
6 machine_learning_complete 4,535
7 nlpaug 4,331
8 pytorch-sentiment-analysis 4,276
9 course-nlp 3,390
10 ML-Workspace 3,352
11 Promptify 3,089
12 eli5 2,730
13 adapters 2,445
14 setfit 2,048
15 ecco 1,927
16 DeepLearningForNLPInPytorch 1,901
17 alpaca_eval 1,224
18 transformers-interpret 1,220
19 ktrain 1,212
20 fastText_multilingual 1,186
21 Deep-Learning-Experiments 1,084
22 question_generation 1,080
23 tutorials 966

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