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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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SaaSHub
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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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transformers-interpret
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
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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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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.
Jupyter Notebook NLP related posts
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LoRA Learns Less and Forgets Less
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ReLoRA: High-Rank Training Through Low-Rank Updates
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finsight: NEW Textual - star count:104.0
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Smarter Summaries with Finetuning GPT-3.5 and Chain of Density
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Mastering ROUGE Matrix: Your Guide to Large Language Model Evaluation for Summarization with Examples
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GPT-based ontological extraction tools, including SPIRES
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[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?
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A note from our sponsor - SaaSHub
www.saashub.com | 21 May 2024
Index
What are some of the best open-source NLP projects in Jupyter Notebook? This list will help you:
Project | Stars | |
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1 | AI-For-Beginners | 31,684 |
2 | nlp-tutorial | 13,756 |
3 | DeepLearningExamples | 12,696 |
4 | FinGPT | 11,650 |
5 | ML-Papers-of-the-Week | 9,000 |
6 | machine_learning_complete | 4,520 |
7 | nlpaug | 4,252 |
8 | pytorch-sentiment-analysis | 4,255 |
9 | course-nlp | 3,390 |
10 | ML-Workspace | 3,331 |
11 | Promptify | 3,060 |
12 | eli5 | 2,730 |
13 | adapters | 2,414 |
14 | setfit | 2,014 |
15 | ecco | 1,920 |
16 | DeepLearningForNLPInPytorch | 1,901 |
17 | transformers-interpret | 1,213 |
18 | ktrain | 1,213 |
19 | fastText_multilingual | 1,186 |
20 | alpaca_eval | 1,160 |
21 | Deep-Learning-Experiments | 1,082 |
22 | question_generation | 1,073 |
23 | tutorials | 966 |
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