keras-xlnet
Transformers4Rec
| keras-xlnet | Transformers4Rec | |
|---|---|---|
| 1 | 4 | |
| 172 | 1,041 | |
| - | 2.5% | |
| 0.0 | 5.3 | |
| over 2 years ago | 17 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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keras-xlnet
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[Research] How do you train on and evaluate GLUE STS-B?
I've found this online looking for the very same answer. It's from 2019 and I haven't tried it (yet) but this should hopefully help as an example: Github link.
Transformers4Rec
- New item prediction modules in open source libraries
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Okay Do you think a recommendation engine for a final year project is too simple?
It's fine for a thesis project IMO! Recommendation is very much an active field with cool recent developments. If your supervisors are still sceptical you could try implementing one of the recent papers that apply transformers (like https://github.com/NVIDIA-Merlin/Transformers4Rec) or zone in on cold start problems in your domain.
- Show HN: Transformers4Rec -a new library for Transformers on Recommender Systems
What are some alternatives?
BERT-pytorch - Google AI 2018 BERT pytorch implementation
TabFormer - Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
NeuRec - Next RecSys Library
haystack - :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
trankit - Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing
kogpt - KakaoBrain KoGPT (Korean Generative Pre-trained Transformer)
Multimodal-Toolkit - Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
Neural-Scam-Artist - Web Scraping, Document Deduplication & GPT-2 Fine-tuning with a newly created scam dataset.
transformer-mlm - Implementation of Transformer Encoders / Masked Language Modeling Objective